Thank you for the detailed and kind lecture.


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Now is the time to answer based on data rather than experience! If you quantify reliability with statistical knowledge and present it as evidence, your persuasiveness will go up infinitely!

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Statistics Analysis Master Class

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Statistics

00 Learning Objectives and Course Guide

01 Intuitive Decision Making vs. Data-Driven Decision Making

02 Types of data and scales

03 Data Acquisition

04 Meaning of data summary

05 Continuous (quantitative) data summary

06 Categorical (Qualitative) Data Summary

07 Population Estimation

08 probability

09 Probability variables and probability distributions

Estimating the population with 10 samples

11 Causality and Correlation

12 Research design to elucidate causal relationships

13 Core Principles of Inference

14 Chi-square test

15 T-Black

16 Analysis of Variance

17 Understanding Regression Analysis

18 Simple linear regression analysis

19 Multiple linear regression analysis

20 Logistic Regression Analysis

21 Predicting New Employee Performance

22 How to increase sales

99 Lecture Materials Download Center