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Measure's of
Descriptive Statistics and
Inferential Statistics
Swipe
Introduction
Descriptive statistics are numbers that
are used to summarize and describe
data. The word "data" refers to the
information that has been collected from an
experiment, a survey, a historical record,
etc.
Inferential statistics is a set of data taken
from the population to represent the
population. Inferential statistics uses a
random sample of data taken from a
population to describe and make inferences
about the population.
Item 1 Item 2 Item 3 Item 4 Item 5
25
20
15
10
5
0
Item1 Item2 Item3 Item4 Item5
50
40
30
20
10
0
Example
Raw data Descriptive statistics
Descriptive statistics
Inferential statistics
Measures of Descriptive Statistics
Frequency distribution
Measures of central tendency
Measures of position
Measures of variability
Graphical representation
Correlation co-efficient
Measures of Inferential Statistics
Parametric
Non-
Parametric
T-test
ANOVA
Kolmogrov-smirnov
Mann-whitney
Median
Spearman rank correlation
Chi-square
It gives information that describes the data in some
detailed manner.
Organize, analyze and present data in a meaningful
way.
To describe a situation.
Descriptive statistic are concerned with describing
the characteristics of frequency distribution.
Charts, graphs and tables.
Applications of Descriptive Statistic
To makes inferences about population using data
drawn from the population.
To compare data, text hypothesis and make
predictions (Estimation or parameters).
To explain the chance of occurrence of an event.
It attempts to reach the conclusion to learn about
the population.
Applications of inferential Statistic
Measure of Central Tendency
Measure of variability
Hypothesis Test, Confidence
Interval and Regression Analysis
Stay Tuned with
Topics for next Post

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Measures of Descriptive statistics and Inferential statistics

  • 1. Measure's of Descriptive Statistics and Inferential Statistics Swipe
  • 2. Introduction Descriptive statistics are numbers that are used to summarize and describe data. The word "data" refers to the information that has been collected from an experiment, a survey, a historical record, etc. Inferential statistics is a set of data taken from the population to represent the population. Inferential statistics uses a random sample of data taken from a population to describe and make inferences about the population. Item 1 Item 2 Item 3 Item 4 Item 5 25 20 15 10 5 0 Item1 Item2 Item3 Item4 Item5 50 40 30 20 10 0
  • 3. Example Raw data Descriptive statistics Descriptive statistics Inferential statistics
  • 4. Measures of Descriptive Statistics Frequency distribution Measures of central tendency Measures of position Measures of variability Graphical representation Correlation co-efficient
  • 5. Measures of Inferential Statistics Parametric Non- Parametric T-test ANOVA Kolmogrov-smirnov Mann-whitney Median Spearman rank correlation Chi-square
  • 6. It gives information that describes the data in some detailed manner. Organize, analyze and present data in a meaningful way. To describe a situation. Descriptive statistic are concerned with describing the characteristics of frequency distribution. Charts, graphs and tables. Applications of Descriptive Statistic
  • 7. To makes inferences about population using data drawn from the population. To compare data, text hypothesis and make predictions (Estimation or parameters). To explain the chance of occurrence of an event. It attempts to reach the conclusion to learn about the population. Applications of inferential Statistic
  • 8. Measure of Central Tendency Measure of variability Hypothesis Test, Confidence Interval and Regression Analysis Stay Tuned with Topics for next Post