Advanced business statastics

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This document outlines the chapters and units of a statistics course. Chapter I introduces simple and multiple linear regression analysis. Chapter II covers time series analysis, including trend, cyclical, and seasonal variations. Chapter III discusses discrete and continuous probability distributions such as binomial, Poisson, and normal. Chapter IV examines hypotheses testing, including z-tests, t-tests, and F-tests. Chapter V focuses on chi-square tests for goodness of fit, independence, and analysis of variance. The units provide more specific topics like correlation, regression, time series analysis, probability analysis, and various statistical tests.

Business

INDEX
Chapter-I: Correlation Analysis-Simple and multiple Regression
Analysis-Single and multiple.
Chapter-II: Analysis of time series-Estimating the linear trend
cyclical variations-Seasonal variations trend analysis-Application of
series analysis for casting.
Chapter-III: Probability Analysis-Discrete probability
distribution-Binomial poison-Continuous probability distribution-
Normal.
Chapter-IV: Hypotheses-Testing hypotheses proportion and
different between two proportion-Concerning the value of the
population means different between two means using normal
distribution-’t’ test distribution.
Chapter-V: The chi-square test as a hypothesis testing
procedure, goodness of fit test-testing the independence of two
variables-F test and analysis of variance.

UNIT-I
Correlation (Pearson & Spearman)
& Linear Regression

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2. INDEX Chapter-I: Correlation Analysis-Simple and multiple Regression Analysis-Single and multiple. Chapter-II: Analysis of time series-Estimating the linear trend cyclical variations-Seasonal variations trend analysis-Application of series analysis for casting. Chapter-III: Probability Analysis-Discrete probability distribution-Binomial poison-Continuous probability distribution- Normal. Chapter-IV: Hypotheses-Testing hypotheses proportion and different between two proportion-Concerning the value of the population means different between two means using normal distribution-’t’ test distribution. Chapter-V: The chi-square test as a hypothesis testing procedure, goodness of fit test-testing the independence of two variables-F test and analysis of variance.

3. UNIT-I Correlation (Pearson & Spearman) & Linear Regression

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24. UNIT-II ANALYSIS OF TIME SERIES

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45. UNIT-III PROBABILITY ANALYSIS

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68. UNIT-IV HYPOTHESES TESTING

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80. Z-TEST AND T-TEST

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87. Z-TEST,T-TEST

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91. PAIRED T-TEST

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93. Z-TEST

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95. Z-TEST

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97. F-TEST

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100. UNIT-V THE CHI-SQUARE TEST

Advanced business statastics

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