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Syllabus-Statistical Modeling

Introduction to Measures of Central Tendency, Variation and Shape

Standard Deviation , Correlation
Normal Distribution
Introduction to Confidence Interval Estimate
Hypothesis Testing
Sampling Distribution
Different types of Regression Procedures
Z test, T Test, Anova Test, Chi Square Test, F Test
Developing and Validating Linear Regression Model
Developing and Validating Multiple Regression Model
Developing and Validating Quadratic Regression Model
Smoothing the time series
Basics of Time Series Forecasting
Factor Analysis

Case Study Preparation

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