Krishna's TB Statistical Inference 2.1, 7th Edition free ebook download.

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Krishna's TB Statistical Inference 2.1, 7th Edition free ebook download

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Author(s):	Arun Kumar

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	B08ZLLX2P8
Pages:	242	OCR:		Quality:		ISBN13:
Uploader:	eternal	Upload Date:	10/15/2021 8:45:46 AM

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Point Estimation. Characteristics of a good estimator: Unbiasedness, consistency,
sufficiency and efficiency. Method of maximum likelihood and properties of maximum
likelihood estimators (without proof). Method of minimum Chi-square. Method of Least
squares and method of moments for estimation of parameters. Problems and examples.
Chapter – 2
Sufficient Statistics, Cramer-Rao inequality and its use in finding MVU estimators.
Statistical Hypothesis (simple and composite). Testing of hypothesis. Type I and Type II
errors, significance level, p-values, power of a test. Definitions of Most Powerful (MP),
Uniformly Most Powerful (UMP) and Uniformly Most Powerful Unbiased (UMPU) tests.
Chapter – 3
Neyman-Pearson's lemma and its applications for finding most powerful tests for simple
hypothesis against simple alternative. Tests based on t, F and _2 distributions.
Chapter – 4
Likelihood ratio tests and their reduction to standard tests. Large sample tests. Interval
estimation, Pivotal quantity and its use in finding confidence intervals, concept of best
confidence intervals.

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3042730	Book	https://tezfiles.com/file/db9aa376c7361/...		7.00	eternal

Tags: Inference Krishna Statistical

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