Lecture Notes on Statistical Methods in Business
Edition: 2
Copyright: 2022
Pages: 112
Edition: 2
Copyright: 2022
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These notes correspond to a semester-long lecture given at Rutgers Business School, Newark and New Brunswick campuses, New Jersey. These notes focus on representing the statistical methods that are utilized by the business world, at a level of the third-year undergraduate curriculum.
Preface
Lecture 0: Preliminaries
Lecture 1: Chi-Square Goodness-of-Fit Test
Lecture 2: Simple Linear Regression
Lecture 3: Linear Regression
Lecture 4: Logistic Regression
Lecture 5: Influential Observations in the Linear Regression Data
Lecture 6: Translating Nonlinear Regression into the Linear Regression
Lecture 7: Identifying Similar Predictors and the Linear Regression Model Design
Lecture 8: Introduction to Time-Series
Lecture 9: First Experiment Design for ANOVA
Lecture 10: Second Experiment Design for ANOVA
Lecture 11: Third Experiment Design for ANOVA
Index