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ExamEdge-Resources / Economics /Quantitative Methods II (Statistical Methods)

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Atharv

Upload all the UPSC subject pdfs

fd7be70 28 days ago

M-01._Review of counting rules, binomial coefficients and elementary set theory.pdf

1.05 MB
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M-02_ An introduction to probability experiments, sample space, events and approaches.pdf

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M-03_ Addition rule, joint and Conditional Probability, Independent Events, Bayes rule and its application.pdf

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M-04_ Random variables I discrete and continuous Probability functions and distribution functions.pdf

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M-05_Random Variables II Expectations, moments and moment generating functions.pdf

636 kB
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M-06_Theoetical distributions I discrete binomial, geometric, hypergeometric and poisson.pdf

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M-07_ Theoretical distributions ii continuous, uniform, exponential and normal.pdf

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M-08_Introduction to sampling distributions Chi square, t and F.pdf

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M-09._Multivariate Function-l Marginal, conditional distribution and independence.pdf

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M-10_ Multivariate functions II Expectations Covariance and correlation Linear combination of random variables.pdf

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M-11_ Types of sampling.pdf

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M-12_ Sample statistic and sampling distribution.pdf

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M-13_Uses of Sampling Distribution in Statistical Analysis, Review of Normal Distribution.pdf

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M-14._Sampling Distribution t, F and Chi Square.pdf

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M-15_Point Estimator and Standard Error of Point Estimator and Inferential Statistics, Properties of Estimators - Unbiasedness and minimum variance unbiased estimators.pdf

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M-16_Methods of Point Estimation.pdf

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M-17_Interval Estimation I.pdf

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M-18_Interval Estimation-II.pdf

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M-19_ Introduction to hypothesis testing.pdf

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M-20_Hypothesis Testing 1 mean, one and two tail test, pvalues.pdf

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M-21_Hypothesis Testing II - Difference between means and proportion.pdf

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M-22_Hypothesis testing III type II error and power of test.pdf

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M-23_ Hypothesis Testing IV Using the Chi-Square and FDistribution, Testing for equality of variances, fitting of a distributions.pdf

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M-24_Sample correlation and association and test of hypothesis.pdf

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M-25_Simple partial and multiple correlation.pdf

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M-26_Rank Correlation and testing.pdf

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M-27_Simple regression analysis- I introduction and fundamental concepts.pdf

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M-28_Simple regression analysis- II estimating SRF method of least squares..pdf

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M-29_ Regression Analysis -IV and Regression Analysis -V.pdf

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M-30_ Multiple Regression I Estimation and its connection with simple regression and Multiple Regression II Restricted Least Square and its limitation.pdf

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M-31_Geometric Non-Linear Equation.pdf

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M-32_Exponential non-linear equation.pdf

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M-33_Gompertz and Logistic Regression.pdf

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