/stat4mr_2023

Primary LanguageJupyter Notebook

Stattistical Methods in Market Research

Useful Info

Link for spreadsheet with activity (1 point for particpation, 2 point for solving task at the whiteboard)

Link for recordings of lectures and seminars

Grading

Fall Grade = 0.4$$Home Assignment + 0.6$$December Exam + 0.1$*$Bonus

Date of December Exam

Final Grade = 0.5$$Fall Grade + 0.2$$Home Assignment + 0.3$$Final Exam + 0.1$$Bonus

Reading

Malhotra, N. K. (2017). Marketing Research. [N.p.]: Pearson. -- Main Source of materials related to UoL Market Research part

Topics

A/B testing

1) Power analysis, sample size calculation, MDE

2) Welch test, Mann-Whitney test

Bootstrap

3) Hypothesis testing, Bootstrap in regression

Sampling

4) Sampling

Diff-in-diff

5) The difference in Difference estimator, Matching

Variance reduction

6) CUPED, Stratification

Contingency tables

7) Contingency tables, Chi-squared tests, Partial correlation

ANOVA

8) ANOVA, ANCOVA, Multiple comparison corrections

LDA

9) Discriminant analysis, Logit

CFA

10) PCA

11) Factor analysis

12) Multidimensional scaling

Cluster analysis

13) Cluster analysis, Dendrogramms

Conjoint Analysis

14) Conjoint Analysis, Market Research design