bivariate distribution, marginal and conditional distributions, expectation moments, moment generating, function, Chebyshev's inequality, Binomial, Poisson, Hypergeo-metric. Negative binomial, uniform, exponential, gamma, Beta, normal and bivariate normal probability distributions. Convergence in probability, weak law of large numbers and simple form of central limit theorem (without proof)
SECTION-IIStatistical Inference- Requirements of good estimate-unbiasedness, consistency, sufficiency and efficiency, Cramer -Rao inequality. Methods of estimation- method of moments, method of maximum likelihood.Properties of maximum likelihood estimates (Without proof) confidence intervals.
Simple and composite hypotheses, statistical tests, critical region, two kinds of error, Neyman Pearson lemma and its applications for constructing tests for one parameter.
Tests of significance based on F and chi-square (x2) statistics.
PAPER-IIAttempt any five questions choosing at least two from each section. Four questions of equal weight age be set in each section.
SECTION-ISampling techniques -Nature and scope of sampling, simple random sampling .estimation of ratio and proportion. stratified sampling, systematic sampling, sampling and non-sampling errors, planning and organisation of sample service.
Design of Experiments- Analysis of variance for one Way, two way and three way classifications. Principles of experimental designs, completely randomized design, Randomized block design.Latin square design, missing plot
techniques (one missing observation).
SECTION. IIIndex Numbers- Definition, construction, interpretation and limitations of index numbers Lespoyre, Passche, Edge -Wonh-Marshall and Fisher index numbers. tests for index numbers and construction of cost of living index number.
Statistical Quality Control :Concepts of quality and meaning of control .Different types of control charts (X,R,-P,n,p,c) sampling inspection versus 100% inspection, single sequencial sampling plan , O.C.,A.S.N. and T.I. curves. Concepts of producer's and consumers risk. -
Vital Statistics:-Vital rates and ratios, crude death and birth rates. specific birth and death rates, standardized death rate, infant mortality rate, life table description and uses. General fertility rate, total fertility rate. Gross and net reproduction rates. Indian census.