Statistics for Experimentalists

Total Lectures

55

Mod-01 Lec-01 Introduction

Lectures

Mod-01 Lec-01 Introduction

Mod-01 Lec-02 Random Variables

Mod-01 Lec-03 Discrete Probability Distributions

Mod-01 Lec-04 Example Set - I

Mod-01 Lec-05 Continuous probability distributions

Mod-01 Lec-06 Normal probability distribution

Mod-01 Lec-07A Exploratory Data Analysis – Part A

Mod-01 Lec-07B Exploratory Data Analysis – Part B

Mod-01 Lec-08 Example Set II

Mod-01 Lec-09 Example Set III

Mod-01 Lec-10 Random samples: Sampling distribution of the mean (Part A)

Mod-01 Lec-11 Random samples: Sampling distribution of the mean (Part B)

Mod-01 Lec-12 Point Estimation

Mod-01 Lec-13 Sampling distributions and the Central Limit Theorem

Mod-01 Lec-14 Example Set – IV Part A

Mod-01 Lec-15 Estimation of Population Parameters Using Moments

Mod-01 Lec-16 Confidence Intervals (Part A)

Mod-01 Lec-17 Confidence Intervals (Part B)

Mod-01 Lec-18 The T-distribution

Mod-01 Lec-19 Chi-square distribution

Mod-01 Lec-20 F-Distribution

Mod-01 Lec-21 Example Set 5

Mod-01 Lec-22 Hypothesis Testing – Part A

Mod-01 Lec-23 Hypothesis Testing – Part B

Mod-01 Lec-24 Hypothesis Testing – Part C

Mod-01 Lec-25 Analysis of Experiments involving Single Factor – Part A

Mod-01 Lec-26 Analysis of Experiments involving Single Factor – Part B

Mod-01 Lec-27 Blocking and Randomization

Mod-01 Lec-28 Example Set -6 – Part A

Mod-01 Lec-29 Example Set -6 – Part B

Mod-01 Lec-30 Factorial Design of Experiments – Part A

Mod-01 Lec-31 Factorial Design of Experiments – Part B: 22 Factorial Design

Mod-01 Lec-32 Fractional Factorial Design – Part A

Mod-01 Lec-33 Fractional Factorial Design – Part B

Mod-01 Lec-34 Factorial Design of Experiments: Example Set (Part 7A)

Mod-01 Lec-35 Factorial Design of Experiments: Example Set (Part 7B)

Mod-01 Lec-36 Factorial Design of Experiments: Example Set (Part C)

Mod-01 Lec-37 Regression Analysis: Part A

Mod-01 Lec-38 Regression Analysis: Part B

Mod-01 Lec-39 Hypothesis Testing in Linear Regression

Mod-01 Lec-40 Discussion on Regression Output

Mod-01 Lec-41 Regression Analysis : Example Set 8

Mod-01 Lec-42 Regression Analysis: Example Set 8 Continued

Mod-01 Lec-43 Regression Analysis: Example Set 8 Continued.

Mod-01 Lec-44 Orthogonal Model Fitting Concepts - Part A

Mod-01 Lec-45 Orthogonal Model Fitting Concepts – Part B

Mod-01 Lec-46 Experimental Design Strategies - A

Mod-01 Lec-47 Experimental Design Strategies - B

Mod-01 Lec-48 Experimental Design Strategies - C

Mod-01 Lec-49 Response Surface Methodology - A

Mod-01 Lec-50 Response Surface Methodology - B

Mod-01 Lec-51 Optimal Designs – Part A

Mod-01 Lec-52 Optimal Designs – Part B

Mod-01 Lec-53 Statistics for Experimentalists – Summary Part A

Mod-01 Lec-54 Statistics for Experimentalists – Summary Part B

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