Introduction to Statistics and Data

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Types of Statistics, types of Data and sources of Data, Population vs Sample

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Scales of Measurement

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Data representation techniques- Part 1

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Data representation techniques- Part 2 and measures of central tendency- Part 1

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Measures of Central Tendency- Part 2

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Examples of introduction to data and data representation techniques

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Measures of Variation

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Applications of Measures of Central Tendency and Measures of Variation

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Chapter concepts- Measures of central tendency and measures of variation, Outliers, and shape of a distribution

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Numerical Descriptive Measures

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Covariance and Coefficient of Correlation, Introduction to Probability

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Probability- Part 1

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Probability- Part 2

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Probability- Part 3

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Probability Distributions- Part 1

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Probability Distributions- Part 2

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Probability Distributions- Part 3

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Examples for Standardized Normal Distribution

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Evaluating Normality, Exponential Probability Distribution

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Chapter Concepts - Probability Distributions

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Sampling and Sampling Techniques

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Sampling Distribution-I

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Sampling Distribution-II

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Sampling Distribution-III

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Method of Estimation

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Interval Estimation

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Confidence Interval-I

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Confidence Interval-II

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Types of Hypothesis Testing

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Hypothesis Testing Process-I

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Hypothesis Testing Process-II

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Hypothesis Testing Examples

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Hypothesis Testing of Proportions-I

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Hypothesis Testing of Proportions-II

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Hypothesis Testing-One sample Test

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Hypothesis Testing using Minitab

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Hypothesis Testing of Proportions using Minitab

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Hypothesis Testing Two Sample Test-I

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Hypothesis Testing Two Sample Test-II

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Hypothesis Testing: Two sample test-III

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Paired Sample Test

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Hypothesis Testing of Proportion

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Example of Hypothesis Testing

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Design of Experiment

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Analysis of variance-I

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Analysis of variance-II

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Analysis of variance-III

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Tukey Kramer test

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Randomized Blocked Design

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A Factorial Design-I

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A Factorial Design-II

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Chi-square test goodness of fit-I

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Chi-square test goodness of fit-II

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Chi-square test of independence

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Simple linear regression -I

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Simple linear regression -II

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Assumption of Regression

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Multiple Regression

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Example of multiple Regression

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