Statistics and Econometrics for Business using GRETL

سرفصل های دوره

Go from zero to hero in statistics and econometrics using GRETL (A free alternative to SAS, STATA, and SPSS)

1 - Introduction

1 - Introduction

2 - Introduction to GRETL Software

2 - Downloading and Installing GRETL

3 - GRETL Walkthrough

4 - Mathematical Operations in GRETL

3 - Types of Data

5 - Different types of data

4 - Association and Correlation

6 - Association and Correlation Intuition

7 - Correlation in GRETL

5 - Data Screening

8 - Data Screening

9 - Dealing with missing data in GRETL

6 - Linear Regression

10 - Simple Linear Regression Intuition

11 - Simple Linear Regression in GRETL

12 - Multiple Linear Regression Intuition

13 - Multiple Linear regression in GRETL

14 - Moderation Intuition

15 - Moderation in GRETL

16 - Mediation Intuition

17 - Mediation in GRETL

7 - Discrete Coice models

18 - Binary Logistic Regression or Logit Model Intuition

19 - Binary Logistic Regression in GRETL

20 - Multinomial Logistic Regression Model Intuition

21 - Multinomial Logistic Regression in GRETL

22 - Probit Regression Intuition

23 - Probit Model in GRETL

24 - Ordered Logit Model Intuition

25 - Ordered Logit Model in GRETL

8 - Linear Regression Assumptions and Violations

26 - Linear Regression Assumptions and Violations

9 - Time Series Analysis

27 - Autocorrelation

28 - Autoregression and Time Series Analysis Intuition

29 - Time Series Analysis in GRETL

10 - Panel Data Regression

30 - Panel Data Intuition

31 - Variations in Panel Data

32 - Types of Panel Data Models Intuition

33 - Panel Data Regression in GRETL

11 - Instrumental Variable Regression

34 - Instrumental Variable Regression and Endogeneity Intuition

35 - Instrumental Variable Regression in GRETL

12 - Count Data Models

36 - Count Data Regression Intuition

37 - Count Data Regression Poisson Regression in GRETL

13 - SurvivalDuration Regression Models

38 - SurvivalDuration Models Intuition

39 - SurvivalDuration Models in GRETL

14 - Practice Activity

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تولید کننده: Udemy-Training