Instructorstat mat
TypeOnline Course
DateFeb 16, 2019
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Section 1Basic Statistics
Lecture 1Introduction
Lecture 2Treatment of Missing Values
Lecture 3Treatment of Outliers
Lecture 4Data Distribution
Lecture 5Basic Statistical Formulas
Section 2Hypothesis Testing
Lecture 6Introcution
Lecture 7Testing Components
Lecture 8Result Interpretation
Lecture 9Setting the Null and Alternative Hypothesis
Section Quiz
Section 3T Test
Lecture 10Introduction & Univariate Analysis
Lecture 11One Sample T-Test
Lecture 12Two Sample T-Test
Lecture 13Paired T-Test
Section Quiz
Section 4ANOVA
Lecture 14Introduction
Lecture 15ANOVA Table
Lecture 16One Way Anova
Lecture 17Two Way Anova
Lecture 18Multivariate ANOVA
Section Quiz
Lecture 19Introduction
Lecture 20Application of Method
Lecture 21Interpretation
Section Quiz
Section 6Linear Regression
Lecture 22Introduction
Lecture 23Assumptions
Lecture 24Diagnostics
Lecture 25Intrepretation of Output
Section 7Logistic Regression
Lecture 26Introduction
Lecture 27Assumptions
Lecture 28Methods
Lecture 29Diagnostics
Lecture 30Interpretation
Section 8Cluster Analysis
Lecture 31Introduction
Lecture 32Hierarichal Clustering
Lecture 33K-Means Clustering
Section 9Time Series
Lecture 34Introduction
Lecture 35Moving Average Method
Lecture 36ARIMA
Final Quiz