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College Algebra
Course Text
Barnett, Raymond A., Michael R. Ziegler, and Karl E. Byleen.
College Algebra, 8th edition,
McGraw-Hill, 2008, ISBN: 9780072867381 [find and buy the
text: Straighterline.com/
textbooks]
Course Description
This course provides a working knowledge of college-level
algebra and its applications.
Emphasis is placed upon the solution and the application of
linear and quadratic equations,
word problems, polynomials, and rational and radical equations.
Students perform
operations on real numbers and polynomials and simplify
algebraic, rational, and radical
expressions.
Arithmetic and geometric sequences are examined, and linear
equations and inequalities are
discussed. Students learn to graph linear, quadratic, absolute
value, and piecewise-defined
functions and solve and graph exponential and logarithmic
equations. Other topics include
solving applications using linear systems as well as evaluating
and finding partial sums of a
series.
Course Objectives
After completing this course, students will be able to:
● Perform operations on real numbers and polynomials.
● Simplify algebraic, rational, and radical expressions.
● Solve both linear and quadratic equations and inequalities.
● Solve word problems involving linear and quadratic equations
and inequalities.
● Solve polynomial, rational, and radical equations and
applications.
● Solve and graph linear, quadratic, absolute value, and
piecewise-defined functions.
● Perform operations with functions as well as find composition
and inverse functions.
● Graph quadratic, square root, cubic, and cube root functions.
● Graph and find zeroes of polynomial functions.
● Perform vertical and horizontal shifts and reflections of a
basic graph.
● Perform stretches and compressions on a basic graph.
● Transform the graph of a general function.
● Graph quadratic functions by completing the square, using the
vertex formula, and
using transformations.
● Solve and graph exponential and logarithmic equations.
● Solve systems of linear equations and inequalities.
● Model and solve applications using linear systems.
● Evaluate and find partial sums of a series.
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● Evaluate and find sums of arithmetic and geometric
sequences.
● Solve application problems involving arithmetic and
geometric sequences and series.
● Solve applications involving the various types of equations
and inequalities.
Course Prerequisites
StraighterLine suggests, though does not require, that students
take Introductory Algebra
or its equivalent before enrolling in College Algebra.
Important Terms
In this course, different terms are used to designate tasks:
● Practice Exercise: A non-graded assignment to assist you in
practicing the skills
discussed in a topic.
● Graded Exam: A graded online test.
Course Evaluation Criteria
StraighterLine does not apply letter grades. Students earn a
score as a percentage of
100%. A passing percentage is 70% or higher.
If you have chosen a Partner College to award credit for this
course, your final grade will be
based upon that college's grading scale. Only passing scores
will be considered by Partner
Colleges for an award of credit.
There are a total of 500 points in the course:
Topic Assessment Points Available
1 Graded Exam #1 75
4 Graded Exam #2 75
8 Graded Exam #3 75
13 Graded Exam #4 75
Review Final Graded Exam 200
Total 500
Course Topics and Objectives
Topic Lesson Subtopics Objectives
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1 Basic Algebraic
Operations
● Real Numbers
and Polynomials
● Rational
Expressions
● Rational
Exponents and
Radicals
● Identify and use
properties of
real numbers.
● Simplify
algebraic
expressions.
● Identify
and classify
polynomial
and Radicals
expressions.
● Perform
operations on
polynomials.
● Factor
polynomials.
● Write a rational
expression in
simplest form
● Compute
rational
expressions.
● Simplify radical
expressions.
● Multiply and
divide radical
expressions.
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2 Linear Equations and
Inequalities in One
Variable
● Linear
Equations and
Applications
● Linear
Inequalities and
Applications
● Absolute Value
in Equations
and Inequalities
● Solve linear
equations
by using all
properties of
equality and the
rules.
● Solve word
problems
using linear
equations.
● Solve and
graph linear
inequalities.
● Solve an
application
using
inequalities.
● Solve
absolute value
equalities and
inequalities.
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3 Quadratic Equations ● Factoring
and solving
Quadratic
Equations using
Factoring
● Completing the
Square
● Quadratic
Formula and
Applications of
the Quadratic
Equations
● Write a
quadratic
equation in the
standard form.
● Solve quadratic
equations by
factoring.
● Solve quadratic
equations by
the square root
property.
● Solve quadratic
equations by
completing the
square.
● Solve quadratic
equations
by using the
quadratic
formula.
● Solve word
problems
involving
quadratic
equations.
● Use the
discriminant
to identify the
number of
solutions.
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4 Polynomial and Other
Equations
● Polynomial
Equations and
Applications
● Equations
Involving
Radicals
and Rational
Exponents
● Complex
Numbers
● Solve
polynomial
equations using
the zero factor
property.
● Solve rational
equations.
● Solve radical
equations.
● Identify
and simplify
complex
numbers.
● Add and
subtract
complex
numbers.
● Multiply and
divide complex
numbers.
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5 Functions and Graphs ● Rectangular
Coordinates and
the Graph of a
Line
● Use a table
of values to
graph linear
equations.
● Determine
when lines
are parallel or
perpendicular.
● Use linear
graphs in an
applied context.
● Identify
functions and
state their
domain and
range.
● Use function
notation.
● Write a linear
equation in
function form.
● Use function
form to identify
the slope.
● Use slope-
intercept form
to graph linear
functions.
● Write a linear
equation in
point-intercept
form.
● Use the function
form, the
slope-intercept
form, and the
point-intercept
form to solve
applications.
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6 Operations and
Functions
● The Algebra and
Composition
Functions
● One-to-One
and Inverse
Functions
● Compute a sum
or difference of
functions and
determine the
domain of the
result.
● Compose
two functions
and find the
domain.
● Identify one-to-
one functions.
● Find inverse
functions using
an algebraic
method.
● Graph a
function and its
inverse.
● Graph
factorable
quadratic
equations.
● Graph the
square root,
cubic, and cube
root functions.
● Compute a
product or
quotient of
functions and
determine the
domain of the
result.
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7 Analyzing Graphs ● Piecewise-
Defined
Functions
● Graphs and
Symmetry
● Tranformations
● State the
domain of a
piecewise-
defined
function.
● Evaluate
piecewise-
defined
functions.
● Graph functions
that are piece-
wise defined.
● Identify
different
symmetry
types.
● Use symmetry
as an aid to
graphing.
● Perform vertical
and horizontal
shifts of a basic
graph.
● Perform vertical
and horizontal
reflections of a
basic graph.
● Perform
stretches and
compressions
on a basic
graph.
● Transform
the graph
of a general
function.
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8 Graphing Polynomial
Functions
● Graphing
General
Quadratic
Functions
● Graphing
Polynomial
Functions
● Applications
of Polynomial
Functions
● Graph quadratic
functions by
completing
the square
and using
transformations
.
● Graph a general
quadratic
function using
the vertex
formula.
● Solve
applications
involving
quadratic
functions.
● Graph
polynomial
functions.
● Describe the
end behavior
of a polynomial
graph.
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9 Graphing Rational
Functions
● Asymptotes
and Rational
Functions
● Graphing
Rational
Functions
● Applications
of Rational
Functions
● Graph the
reciprocal
and reciprocal
quadratic
functions.
● Identify
horizontal
and vertical
asymptotes.
● Use asymptotes
to graph
transformations
.
● Use asymptotes
to determine
the equation
of a rational
function from
its graph.
● Find the domain
of a rational
function.
● Find the
intercepts
of a rational
function.
● Graph general
rational
functions.
● Solve
applications
involving
rational
functions.
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10 Exponential and
Logarithmic Functions
● Exponential
Functions
● Logarithms and
Logarithmic
Functions
● The Exponential
Function
and Natural
Logarithm
● Evaluate an
exponential
function.
● Graph
exponential
functions.
● Solve certain
exponential
equations.
● Solve
applications
of exponential
equations.
● Write
exponential
equations in
logarithmic
form.
● Graph
logarithmic
functions
and find their
domains.
● Solve
applications
of logarithmic
functions.
● Evaluate and
graph base
exponential
functions.
● Evaluate
and graph
the natural
logarithm
functions.
● Apply the
properties of
logarithms.
● Use the
change-of-base
formula.
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11 Exponential and
Logarithmic Equations
● Exponential
Equations
● Logarithmic
Equations
● Applications of
Expnential and
Logarithmic
Equations
● Write
logarithmic and
exponential
equations in
simplified form.
● Solve
exponential
equations.
● Solve
logarithmic
equations.
● Solve
applications
involving
exponential
and logarithmic
equations.
● Use exponential
equations to
find the interest
compounded in
times per year.
● Use exponential
equations to
find the interest
compounded
continuously.
● Solve
exponential
growth
and decay
problems.
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12 Systems of Linear
Equations in Two
Variables
● Solving
Systems
Graphically and
by Substitution
● Solving
Systems using
Elimination
● Applications of
Linear Systems
● Verify ordered
pair solutions.
● Solve linear
systems by
graphing.
● Solve linear
systems by
substitution.
● Solve linear
systems by
elimination.
● Recognize
inconsistent
systems (no
solutions) and
dependent
systems
(infinitely many
solutions).
● Use a system
of equations to
mathematically
model and solve
applications.
13 Solving Linear
Systems Using
Augmented Matrices
● Matrices
● Solving Linear
Systems
using Matrix
Equations
● More
Applications of
Linear Systems
● State the size
of a matrix
and identify
entries in a
specified row
and column.
● Form the
augmented
matrix of a
system of
equations.
● Recognize
inconsistent
and dependent
systems.
● Model and solve
applications
using linear
systems.
● Solve a system
of equations
using row
operations.
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14 Sequences and Series ● Sequences and
Series
● Arithmetic
Sequences
● Geometric
Sequences
● Write out the
terms of a
sequence given
the general
term.
● Determine the
general term of
a sequence.
● Find the partial
sum of a series.
● Use summation
notation to
write and
evaluate the
series.
● Solve
applications
using
mathematical
sequences.
● Find the sum
of a geometric
series.
● Solve
application
problems
involving
geometric
sequences and
series.
15 Review and Graded
Final Exam
● Course Review ● None
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Business Statistics
Course Text
● Lind, Douglas A., Marchal, William A. and Samuel A.
Wathen. Basic Statistics
for Business and Economics, 7th edition, McGraw-Hill/Irwin,
2010, ISBN:
9780077384470 [find and buy the text:
Straighterline.com/textbooks]
Required Computing Software
Several types of computer software will perform the type
statistical analyses taught in this
class. For this course, the only required software is Microsoft
Excel.
Course Description
This course familiarizes students with the basic concepts of
business statistics and provides
a comprehensive overview of its scope and limitations. Students
perform statistical
analyses of samples, compute the measures of location and
dispersion, and interpret
these measures for descriptive statistics. Other sections review
linear regression, multiple
regression, and correlation analysis, as well as model building,
model diagnosis, and time
series regression using various models. After a review of the
basic concepts of probability,
students apply discrete and continuous distributions of
probability. Other topics include
constructing a hypothesis on one and two samples, performing
one-way and two-way
analyses of variance, and applying nonparametric methods of
statistical analysis.
Course Objectives
After completing this course, students will be able to:
● Define statistics and identify its scope and limitations.
● Describe and apply the basic concepts in statistics.
● Apply the sampling methods and the Central Limit Theorem
to perform statistical
analyses of samples and to predict population behavior.
● Compute and interpret measures of location and dispersion.
● Represent the statistical data in different forms and interpret
the different
representations.
● Perform linear regression and correlation analysis.
● Perform multiple regression and correlation analysis.
● Describe the basic concepts of probability.
● Describe and apply the discrete and continuous distributions
of probability.
● Conduct hypothesis tests based on one or two samples.
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● Perform one-way and two-way analyses of variance
(ANOVA).
● Apply nonparametric methods of statistical analysis.
● Perform time series regression using various models.
● Perform model building and model diagnoses.
Course Prerequisites
Successful completion of Introductory and/or Intermediate
Algebra courses is
recommended before taking Business Statistics.
Important Terms
In this course, different terms are used to designate tasks:
● Practice Exercise: A non-graded set of problems that where
skills discussed in a
topic are practiced.
● Graded Quiz: A graded online assessment that is usually
shorter than a graded
exam.
● Graded Exam: A graded online assessment that is
comprehensive.
Course Evaluation Criteria
StraighterLine does not apply letter grades. Students earn a
score as a percentage of
100%. A passing percentage is 70% or higher. If you have
chosen a Partner College to
award credit for this course, your final grade will be based upon
that college's grading
scale. Only passing scores will be considered by Partner
Colleges for an award of credit.
There are a total of 1000 points in the course:
Topic Assessment Points Available
2 Graded Quiz 1 125
4 Graded Quiz 2 125
6 Graded Quiz 3 125
8 Graded Quiz 4 125
10 Graded Quiz 5 125
13 Graded Quiz 6 125
14 Final Graded Exam 250
Total 1000
Course Topics and Objectives
Topic Lesson Topic Subtopics Objectives
1 Statistics: An
Introduction
and Basic
Concepts
● Use of
Statistics
● Types of
Variables
● Levels of
Measurement
● Ethics in
Statistics
● Software and
Statistics
● Graphical
Displays of
Categorical
Data
● Differentiate between the
word “statistics” and the
science of statistics.
● Describe the importance
of statistics and
situations where
statistics are used in
business and everyday
life; identify business
situations in which
statistics can be used
appropriately and
inappropriately.
● Identify qualitative versus
quantitative and discrete
versus continuous
variables.
● Discuss the levels of
measurement and
choose the most
appropriate level of
measurement for a
specified situation.
● Explain the role of
computer software in
statistical analysis and
identify some of the
most popular software
packages.
● Construct bar charts to
display categorical data.
2 Descriptive
Statistics:
Numerical
Measures
● Arithmetic
Mean
● Geometric
Mean
● Median and
Mode
● Measures of
Dispersion
● Chebyshev's
Theorem and
the Empirical
Rule
● Using Software
to Compute
Descriptive
Statistics
● Calculate the arithmetic
mean for a given set of
data.
● Calculate the geometric
mean for a given set of
data.
● Calculate the median and
mode for a given set of
data.
● Compute and interpret
the range, mean
deviation, variance, and
standard deviation for
data observations.
● Interpret data using
Chebyshev's theorem
and the Empirical rule.
● Understand how
software can be used
in computing various
measures of location and
dispersion.
3 Descriptive
Statistics:
Representation
al
● Dot Plot, Stem
Plot and
Histogram
● Quartiles,
Deciles, and
Percentiles
● Skewness
● Bivariate Data
● Create and interpret
dot plot, box plot, and
scatter diagrams.
● Define and compute
quartiles, deciles, and
percentiles.
● Compute and interpret
the coefficient of
skewness.
● Construct a contingency
table.
4 Probability
● Probability
Approaches
● Probability
Calculations
● Tools of
Analysis
● computing
the Number
of Possible
Outcomes
● Discuss the objective and
subjective approaches to
probability analysis.
● Calculate probability using
the rules of addition and
multiplication.
● Use and interpret
contingency tables,
Venn diagrams, and tree
diagrams.
● Compute the number
of possible outcomes
for combinations and
permutations using
formulae and Excel
functions.
5 Discrete and
Continuous
Probability
Distributions
● Discrete
Progrability
Distributions
● Binomial
Probability
Distributions
● Poisson
Probability
Distributions
● Uniform
Probability
Distributions
● Normal
Probability
Distributions
● Sampling
Distribution
of the Sample
Mean
● Central Limit
Theorem
● Explain the difference
between discrete and
continuous distribution.
● Compute the mean
and the standard
deviation for a uniform
distribution.
● Calculate the mean,
variance, and standard
deviation of a probability
distribution.
● Compute probabilities
using the binomial
probability distribution.
● Compute probabilities
using the uniform
distribution.
● Calculate areas under a
normal curve using the
Empirical Rule.
● Compute probabilities
using the Poisson
probability distribution.
● Compute probabilities
using the normal
probability distribution.
● Select a sample and
construct a sampling
distribution of the mean.
● Explain the importance of
the central limit theorem
and how it applies to
sample distributions.
6 Sampling
Methods
● Sampling a
Population
● Sampling
Errors
● Define the terms
population and sample.
● Explain the need for
sampling.
● Use a simple random
sampling technique to
select members of the
general populate.
● Understand more complex
sampling techniques,
such as stratified,
cluster, and systematic
random sampling.
● Identify sampling errors
in a given situation.
7 Using
confidence
Intervals in
the Sampling
Process
● Large Sample
Confidence
Intervals
● Small Sample
Confidence
Intervals
● Proportions
● Sample Size
● Define the terms
confidence interval,
point estimate, and
degrees of freedom, and
explain how they are
involved in the sampling
process.
● Demonstrate the ability
to compute a confidence
interval for a large
sample experiment.
● Compute a confidence
interval for a small
sample experiment.
● Compute a confidence
interval for a proportion.
● Determine an appropriate
sample size for small,
large, and proportion
experiments.
8 Tests of
Hypothesis
● Hypothesis
Testing: An
Introduction
● Decision
Making in
Hypothesis
Testing
● Hypothesis
Testing with
Proportions
● Two-Sample
Test of
Hypothesis
● Formulate null and
alternate hypotheses,
and test the hypothesis
using the five steps of
the hypothesis testing
procedure.
● Discuss Type I and Type
II errors on a test of
hypothesis.
● Perform a one-tailed
and a two-tailed test of
hypothesis.
● Perform a test of
hypothesis on the
difference between two
population means using
the z and t statistics.
● Perform a test of
hypothesis on a
population proportion
using the z statistic.
9 Analysis of
Variance
● Using the F
Distribution
in Variance
Analysis
● Analysis of
Variance
(ANOVA)
● Computing
the Analysis
of Variance
(ANOVA)
- Sum of
Squares
● Analyzing the
Variance
● Use of
Software
in Variance
Analysis
● Discuss the general idea
of analysis of variance
and analyze the given F
distribution.
● Test a hypothesis to
determine whether
the variances of two
populations are equal.
● Test a hypothesis about
three or more treatment
means and develop
confidence intervals for
the difference between
treatment means.
● Perform an analysis of
variance (ANOVA).
● Understand how to use
statistical software in
variance analysis.
10 Regression
Analysis
● Correlation
Analysis
● Coefficient of
● Discuss the difference
between correlation and
causation.
Correlation
● Regression
Analysis
● Confidence
Interval and
Prediction
Intervals
● ANOVA Table
● Analyze the correlation
between two variables in
specified situations.
● Calculate and interpret
the coefficient
of correlation,
the coefficient of
determination, and the
standard error.
● Calculate and interpret
the linear regression
line.
● Construct and interpret a
confidence interval and
prediction interval for a
dependent variable.
● Use an ANOVA table data
to compute statistics.
11 Multiple
Regression
Analysis
● Multiple
Regression
Analysis
Equation
● Analyzing
ANOVA Table
Output
● Analyzing
Individual
Independent
Variables
● Analyze the relationships
between several
independent variables
and a dependent
variable.
● Test to determine
whether the regression
coefficient for each
independent (or
explanatory) variable
has a significant
influence upon the
dependent variable.
● Calculate and interpret
multiple regression
analysis.
● Compute variance of
regression using the
standard error of
estimate and the ANOVA
table.
● Calculate and interpret
the coefficient of
determination and the
correlation matrix.
● Identify the violation
of assumptions:
homoscedasticity and
autocorrelation.
12 Nonparametric
Methods
● Chi-Square
Test
● Contingency
Table
Analysis
● Test a hypothesis
comparing an observed
set of frequencies to
an expected set of
frequencies using the
chi-square test.
● Identify the limitation of
the chi-square test in a
specified situation.
● Analyze relationships in
statistical data using a
contingency table.
13 Process
Improvement
Using Control
Charts
● Statistical
Process
Control
● Creating
Control
Charts
● Analyzing
Control
Charts
● Natural
Tolerance
Limits
● p Chart
● Identify the causes of
process variation and
apply statistical process
control to reduce
process variation.
● Sample a process and use
rational sub-grouping to
control process.
● Use statistical software
to create X-bar and R-
charts.
● Interpret information
presented in control
charts and R-charts
to identify assignable
causes and analyze
patterns.
● Calculate and analyze
the upper and lower
natural tolerance limits
to evaluate whether a
process is capable of
meeting specifications.
● Construct p chart for
fraction nonconforming.
14 Review
● Course Review ● None

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College AlgebraCourse TextBarnett, Raymond A., Michael R.docx

  • 1. College Algebra Course Text Barnett, Raymond A., Michael R. Ziegler, and Karl E. Byleen. College Algebra, 8th edition, McGraw-Hill, 2008, ISBN: 9780072867381 [find and buy the text: Straighterline.com/ textbooks] Course Description This course provides a working knowledge of college-level algebra and its applications. Emphasis is placed upon the solution and the application of linear and quadratic equations, word problems, polynomials, and rational and radical equations. Students perform operations on real numbers and polynomials and simplify algebraic, rational, and radical expressions. Arithmetic and geometric sequences are examined, and linear equations and inequalities are discussed. Students learn to graph linear, quadratic, absolute value, and piecewise-defined functions and solve and graph exponential and logarithmic equations. Other topics include solving applications using linear systems as well as evaluating and finding partial sums of a series.
  • 2. Course Objectives After completing this course, students will be able to: ● Perform operations on real numbers and polynomials. ● Simplify algebraic, rational, and radical expressions. ● Solve both linear and quadratic equations and inequalities. ● Solve word problems involving linear and quadratic equations and inequalities. ● Solve polynomial, rational, and radical equations and applications. ● Solve and graph linear, quadratic, absolute value, and piecewise-defined functions. ● Perform operations with functions as well as find composition and inverse functions. ● Graph quadratic, square root, cubic, and cube root functions. ● Graph and find zeroes of polynomial functions. ● Perform vertical and horizontal shifts and reflections of a basic graph. ● Perform stretches and compressions on a basic graph. ● Transform the graph of a general function. ● Graph quadratic functions by completing the square, using the vertex formula, and using transformations. ● Solve and graph exponential and logarithmic equations. ● Solve systems of linear equations and inequalities. ● Model and solve applications using linear systems. ● Evaluate and find partial sums of a series. ©Copyright StraighterLine, 2010 | http://StraighterLine.com
  • 3. http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com ● Evaluate and find sums of arithmetic and geometric sequences. ● Solve application problems involving arithmetic and geometric sequences and series. ● Solve applications involving the various types of equations and inequalities. Course Prerequisites StraighterLine suggests, though does not require, that students take Introductory Algebra or its equivalent before enrolling in College Algebra. Important Terms In this course, different terms are used to designate tasks: ● Practice Exercise: A non-graded assignment to assist you in practicing the skills discussed in a topic. ● Graded Exam: A graded online test.
  • 4. Course Evaluation Criteria StraighterLine does not apply letter grades. Students earn a score as a percentage of 100%. A passing percentage is 70% or higher. If you have chosen a Partner College to award credit for this course, your final grade will be based upon that college's grading scale. Only passing scores will be considered by Partner Colleges for an award of credit. There are a total of 500 points in the course: Topic Assessment Points Available 1 Graded Exam #1 75 4 Graded Exam #2 75 8 Graded Exam #3 75 13 Graded Exam #4 75 Review Final Graded Exam 200 Total 500 Course Topics and Objectives Topic Lesson Subtopics Objectives
  • 5. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 1 Basic Algebraic Operations ● Real Numbers and Polynomials ● Rational Expressions ● Rational Exponents and Radicals ● Identify and use properties of real numbers. ● Simplify algebraic expressions.
  • 6. ● Identify and classify polynomial and Radicals expressions. ● Perform operations on polynomials. ● Factor polynomials. ● Write a rational expression in simplest form ● Compute rational expressions. ● Simplify radical expressions. ● Multiply and divide radical expressions. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com
  • 7. http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 2 Linear Equations and Inequalities in One Variable ● Linear Equations and Applications ● Linear Inequalities and Applications ● Absolute Value in Equations and Inequalities ● Solve linear equations by using all properties of equality and the rules. ● Solve word problems using linear equations. ● Solve and graph linear
  • 8. inequalities. ● Solve an application using inequalities. ● Solve absolute value equalities and inequalities. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 3 Quadratic Equations ● Factoring and solving Quadratic Equations using Factoring ● Completing the Square ● Quadratic
  • 9. Formula and Applications of the Quadratic Equations ● Write a quadratic equation in the standard form. ● Solve quadratic equations by factoring. ● Solve quadratic equations by the square root property. ● Solve quadratic equations by completing the square. ● Solve quadratic equations by using the quadratic formula. ● Solve word problems involving quadratic equations.
  • 10. ● Use the discriminant to identify the number of solutions. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 4 Polynomial and Other Equations ● Polynomial Equations and Applications ● Equations Involving Radicals and Rational Exponents ● Complex Numbers
  • 11. ● Solve polynomial equations using the zero factor property. ● Solve rational equations. ● Solve radical equations. ● Identify and simplify complex numbers. ● Add and subtract complex numbers. ● Multiply and divide complex numbers. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com
  • 12. http://straighterline.com http://straighterline.com 5 Functions and Graphs ● Rectangular Coordinates and the Graph of a Line ● Use a table of values to graph linear equations. ● Determine when lines are parallel or perpendicular. ● Use linear graphs in an applied context. ● Identify functions and state their domain and range. ● Use function notation. ● Write a linear equation in function form.
  • 13. ● Use function form to identify the slope. ● Use slope- intercept form to graph linear functions. ● Write a linear equation in point-intercept form. ● Use the function form, the slope-intercept form, and the point-intercept form to solve applications. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com
  • 14. 6 Operations and Functions ● The Algebra and Composition Functions ● One-to-One and Inverse Functions ● Compute a sum or difference of functions and determine the domain of the result. ● Compose two functions and find the domain. ● Identify one-to- one functions. ● Find inverse functions using an algebraic method. ● Graph a function and its inverse. ● Graph
  • 15. factorable quadratic equations. ● Graph the square root, cubic, and cube root functions. ● Compute a product or quotient of functions and determine the domain of the result. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 7 Analyzing Graphs ● Piecewise- Defined Functions ● Graphs and
  • 16. Symmetry ● Tranformations ● State the domain of a piecewise- defined function. ● Evaluate piecewise- defined functions. ● Graph functions that are piece- wise defined. ● Identify different symmetry types. ● Use symmetry as an aid to graphing. ● Perform vertical and horizontal shifts of a basic graph. ● Perform vertical and horizontal reflections of a
  • 17. basic graph. ● Perform stretches and compressions on a basic graph. ● Transform the graph of a general function. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 8 Graphing Polynomial Functions ● Graphing General Quadratic Functions ● Graphing
  • 18. Polynomial Functions ● Applications of Polynomial Functions ● Graph quadratic functions by completing the square and using transformations . ● Graph a general quadratic function using the vertex formula. ● Solve applications involving quadratic functions. ● Graph polynomial functions. ● Describe the end behavior of a polynomial graph.
  • 19. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 9 Graphing Rational Functions ● Asymptotes and Rational Functions ● Graphing Rational Functions ● Applications of Rational Functions ● Graph the reciprocal and reciprocal quadratic functions. ● Identify
  • 20. horizontal and vertical asymptotes. ● Use asymptotes to graph transformations . ● Use asymptotes to determine the equation of a rational function from its graph. ● Find the domain of a rational function. ● Find the intercepts of a rational function. ● Graph general rational functions. ● Solve applications involving rational functions.
  • 21. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 10 Exponential and Logarithmic Functions ● Exponential Functions ● Logarithms and Logarithmic Functions ● The Exponential Function and Natural Logarithm ● Evaluate an exponential function. ● Graph exponential functions.
  • 22. ● Solve certain exponential equations. ● Solve applications of exponential equations. ● Write exponential equations in logarithmic form. ● Graph logarithmic functions and find their domains. ● Solve applications of logarithmic functions. ● Evaluate and graph base exponential functions. ● Evaluate and graph the natural logarithm functions.
  • 23. ● Apply the properties of logarithms. ● Use the change-of-base formula. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 11 Exponential and Logarithmic Equations ● Exponential Equations ● Logarithmic Equations ● Applications of Expnential and Logarithmic Equations
  • 24. ● Write logarithmic and exponential equations in simplified form. ● Solve exponential equations. ● Solve logarithmic equations. ● Solve applications involving exponential and logarithmic equations. ● Use exponential equations to find the interest compounded in times per year. ● Use exponential equations to find the interest compounded continuously. ● Solve exponential
  • 25. growth and decay problems. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 12 Systems of Linear Equations in Two Variables ● Solving Systems Graphically and by Substitution ● Solving Systems using Elimination ● Applications of Linear Systems ● Verify ordered pair solutions.
  • 26. ● Solve linear systems by graphing. ● Solve linear systems by substitution. ● Solve linear systems by elimination. ● Recognize inconsistent systems (no solutions) and dependent systems (infinitely many solutions). ● Use a system of equations to mathematically model and solve applications. 13 Solving Linear Systems Using Augmented Matrices ● Matrices ● Solving Linear Systems
  • 27. using Matrix Equations ● More Applications of Linear Systems ● State the size of a matrix and identify entries in a specified row and column. ● Form the augmented matrix of a system of equations. ● Recognize inconsistent and dependent systems. ● Model and solve applications using linear systems. ● Solve a system of equations using row operations.
  • 28. ©Copyright StraighterLine, 2010 | http://StraighterLine.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com 14 Sequences and Series ● Sequences and Series ● Arithmetic Sequences ● Geometric Sequences ● Write out the terms of a sequence given the general term. ● Determine the general term of a sequence. ● Find the partial sum of a series. ● Use summation
  • 29. notation to write and evaluate the series. ● Solve applications using mathematical sequences. ● Find the sum of a geometric series. ● Solve application problems involving geometric sequences and series. 15 Review and Graded Final Exam ● Course Review ● None ©Copyright StraighterLine, 2010 | http://StraighterLine.com
  • 30. http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com http://straighterline.com Business Statistics Course Text ● Lind, Douglas A., Marchal, William A. and Samuel A. Wathen. Basic Statistics for Business and Economics, 7th edition, McGraw-Hill/Irwin, 2010, ISBN: 9780077384470 [find and buy the text: Straighterline.com/textbooks] Required Computing Software Several types of computer software will perform the type statistical analyses taught in this class. For this course, the only required software is Microsoft Excel. Course Description This course familiarizes students with the basic concepts of business statistics and provides a comprehensive overview of its scope and limitations. Students perform statistical analyses of samples, compute the measures of location and
  • 31. dispersion, and interpret these measures for descriptive statistics. Other sections review linear regression, multiple regression, and correlation analysis, as well as model building, model diagnosis, and time series regression using various models. After a review of the basic concepts of probability, students apply discrete and continuous distributions of probability. Other topics include constructing a hypothesis on one and two samples, performing one-way and two-way analyses of variance, and applying nonparametric methods of statistical analysis. Course Objectives After completing this course, students will be able to: ● Define statistics and identify its scope and limitations. ● Describe and apply the basic concepts in statistics. ● Apply the sampling methods and the Central Limit Theorem to perform statistical analyses of samples and to predict population behavior. ● Compute and interpret measures of location and dispersion. ● Represent the statistical data in different forms and interpret the different representations. ● Perform linear regression and correlation analysis. ● Perform multiple regression and correlation analysis. ● Describe the basic concepts of probability. ● Describe and apply the discrete and continuous distributions of probability. ● Conduct hypothesis tests based on one or two samples.
  • 32. http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm http://www.straighterline.com/textbooks.cfm ● Perform one-way and two-way analyses of variance (ANOVA). ● Apply nonparametric methods of statistical analysis. ● Perform time series regression using various models. ● Perform model building and model diagnoses. Course Prerequisites Successful completion of Introductory and/or Intermediate Algebra courses is recommended before taking Business Statistics. Important Terms In this course, different terms are used to designate tasks: ● Practice Exercise: A non-graded set of problems that where skills discussed in a topic are practiced. ● Graded Quiz: A graded online assessment that is usually shorter than a graded exam. ● Graded Exam: A graded online assessment that is comprehensive. Course Evaluation Criteria
  • 33. StraighterLine does not apply letter grades. Students earn a score as a percentage of 100%. A passing percentage is 70% or higher. If you have chosen a Partner College to award credit for this course, your final grade will be based upon that college's grading scale. Only passing scores will be considered by Partner Colleges for an award of credit. There are a total of 1000 points in the course: Topic Assessment Points Available 2 Graded Quiz 1 125 4 Graded Quiz 2 125 6 Graded Quiz 3 125 8 Graded Quiz 4 125 10 Graded Quiz 5 125 13 Graded Quiz 6 125 14 Final Graded Exam 250 Total 1000 Course Topics and Objectives Topic Lesson Topic Subtopics Objectives
  • 34. 1 Statistics: An Introduction and Basic Concepts ● Use of Statistics ● Types of Variables ● Levels of Measurement ● Ethics in Statistics ● Software and Statistics ● Graphical Displays of Categorical Data ● Differentiate between the word “statistics” and the science of statistics. ● Describe the importance of statistics and situations where statistics are used in business and everyday life; identify business
  • 35. situations in which statistics can be used appropriately and inappropriately. ● Identify qualitative versus quantitative and discrete versus continuous variables. ● Discuss the levels of measurement and choose the most appropriate level of measurement for a specified situation. ● Explain the role of computer software in statistical analysis and identify some of the most popular software packages. ● Construct bar charts to display categorical data. 2 Descriptive Statistics: Numerical Measures ● Arithmetic
  • 36. Mean ● Geometric Mean ● Median and Mode ● Measures of Dispersion ● Chebyshev's Theorem and the Empirical Rule ● Using Software to Compute Descriptive Statistics ● Calculate the arithmetic mean for a given set of data. ● Calculate the geometric mean for a given set of data. ● Calculate the median and mode for a given set of data. ● Compute and interpret the range, mean deviation, variance, and
  • 37. standard deviation for data observations. ● Interpret data using Chebyshev's theorem and the Empirical rule. ● Understand how software can be used in computing various measures of location and dispersion. 3 Descriptive Statistics: Representation al ● Dot Plot, Stem Plot and Histogram ● Quartiles, Deciles, and Percentiles ● Skewness ● Bivariate Data ● Create and interpret dot plot, box plot, and scatter diagrams. ● Define and compute quartiles, deciles, and percentiles.
  • 38. ● Compute and interpret the coefficient of skewness. ● Construct a contingency table. 4 Probability ● Probability Approaches ● Probability Calculations ● Tools of Analysis ● computing the Number of Possible Outcomes ● Discuss the objective and subjective approaches to probability analysis. ● Calculate probability using the rules of addition and multiplication. ● Use and interpret contingency tables,
  • 39. Venn diagrams, and tree diagrams. ● Compute the number of possible outcomes for combinations and permutations using formulae and Excel functions. 5 Discrete and Continuous Probability Distributions ● Discrete Progrability Distributions ● Binomial Probability Distributions ● Poisson Probability Distributions ● Uniform Probability Distributions ● Normal Probability Distributions ● Sampling
  • 40. Distribution of the Sample Mean ● Central Limit Theorem ● Explain the difference between discrete and continuous distribution. ● Compute the mean and the standard deviation for a uniform distribution. ● Calculate the mean, variance, and standard deviation of a probability distribution. ● Compute probabilities using the binomial probability distribution. ● Compute probabilities using the uniform distribution. ● Calculate areas under a normal curve using the Empirical Rule. ● Compute probabilities using the Poisson probability distribution.
  • 41. ● Compute probabilities using the normal probability distribution. ● Select a sample and construct a sampling distribution of the mean. ● Explain the importance of the central limit theorem and how it applies to sample distributions. 6 Sampling Methods ● Sampling a Population ● Sampling Errors ● Define the terms population and sample. ● Explain the need for sampling. ● Use a simple random sampling technique to select members of the general populate.
  • 42. ● Understand more complex sampling techniques, such as stratified, cluster, and systematic random sampling. ● Identify sampling errors in a given situation. 7 Using confidence Intervals in the Sampling Process ● Large Sample Confidence Intervals ● Small Sample Confidence Intervals ● Proportions ● Sample Size ● Define the terms confidence interval, point estimate, and degrees of freedom, and explain how they are involved in the sampling process. ● Demonstrate the ability to compute a confidence
  • 43. interval for a large sample experiment. ● Compute a confidence interval for a small sample experiment. ● Compute a confidence interval for a proportion. ● Determine an appropriate sample size for small, large, and proportion experiments. 8 Tests of Hypothesis ● Hypothesis Testing: An Introduction ● Decision Making in Hypothesis Testing ● Hypothesis Testing with Proportions ● Two-Sample Test of Hypothesis
  • 44. ● Formulate null and alternate hypotheses, and test the hypothesis using the five steps of the hypothesis testing procedure. ● Discuss Type I and Type II errors on a test of hypothesis. ● Perform a one-tailed and a two-tailed test of hypothesis. ● Perform a test of hypothesis on the difference between two population means using the z and t statistics. ● Perform a test of hypothesis on a population proportion using the z statistic. 9 Analysis of Variance ● Using the F Distribution in Variance Analysis ● Analysis of
  • 45. Variance (ANOVA) ● Computing the Analysis of Variance (ANOVA) - Sum of Squares ● Analyzing the Variance ● Use of Software in Variance Analysis ● Discuss the general idea of analysis of variance and analyze the given F distribution. ● Test a hypothesis to determine whether the variances of two populations are equal. ● Test a hypothesis about three or more treatment means and develop confidence intervals for the difference between treatment means. ● Perform an analysis of
  • 46. variance (ANOVA). ● Understand how to use statistical software in variance analysis. 10 Regression Analysis ● Correlation Analysis ● Coefficient of ● Discuss the difference between correlation and causation. Correlation ● Regression Analysis ● Confidence Interval and Prediction Intervals ● ANOVA Table ● Analyze the correlation between two variables in specified situations.
  • 47. ● Calculate and interpret the coefficient of correlation, the coefficient of determination, and the standard error. ● Calculate and interpret the linear regression line. ● Construct and interpret a confidence interval and prediction interval for a dependent variable. ● Use an ANOVA table data to compute statistics. 11 Multiple Regression Analysis ● Multiple Regression Analysis Equation ● Analyzing ANOVA Table Output ● Analyzing Individual Independent Variables
  • 48. ● Analyze the relationships between several independent variables and a dependent variable. ● Test to determine whether the regression coefficient for each independent (or explanatory) variable has a significant influence upon the dependent variable. ● Calculate and interpret multiple regression analysis. ● Compute variance of regression using the standard error of estimate and the ANOVA table. ● Calculate and interpret the coefficient of determination and the correlation matrix. ● Identify the violation of assumptions:
  • 49. homoscedasticity and autocorrelation. 12 Nonparametric Methods ● Chi-Square Test ● Contingency Table Analysis ● Test a hypothesis comparing an observed set of frequencies to an expected set of frequencies using the chi-square test. ● Identify the limitation of the chi-square test in a specified situation. ● Analyze relationships in statistical data using a contingency table. 13 Process Improvement Using Control Charts ● Statistical Process Control
  • 50. ● Creating Control Charts ● Analyzing Control Charts ● Natural Tolerance Limits ● p Chart ● Identify the causes of process variation and apply statistical process control to reduce process variation. ● Sample a process and use rational sub-grouping to control process. ● Use statistical software to create X-bar and R- charts. ● Interpret information presented in control charts and R-charts to identify assignable causes and analyze patterns.
  • 51. ● Calculate and analyze the upper and lower natural tolerance limits to evaluate whether a process is capable of meeting specifications. ● Construct p chart for fraction nonconforming. 14 Review ● Course Review ● None