Download UNIT - 01 PROBABILITY THEORY AND RANDOM VARIABLES

Vinayaka Missions University,Directorate of Distance Education
Salem India
MASTER OF COMMERCE IN CO.OPERATIVE MANAGEMENT
1 Yr.
ADVANCED STATISTICS[MCOM](2030601)
UNIT - 01
PROBABILITY THEORY AND RANDOM VARIABLES - INTRODUCTION - PROBABILITY CLASSICAL - RELATIVE AND SUBJECTIVE PROBABILITY - PROBABILITY FUNCTIONS APPLICATIONS
UNIT - 02
THEOREMS OF TOTAL PROBABILITY - INTRODUCTION - ADDITION AND MULTIPLICATION
RULE OF PROBABILITY - CONDITIONAL PROBABILITY AND BAYE`S THEOREM PROBABILITY UNDER CONDITIONS OF STATISTICAL INDEPENDENCE
UNIT - 03
PROBABILITY DISTRIBUTIONS - INTRODUCTION - BINOMIAL DISTRIBUTION - POISSON
DISTRIBUTION - GEOMETRIC DISTRIBUTION - NORMAL DISTRIBUTION - THEIR
CHARACTERISTICS AND APPLICATIONS
UNIT - 04
SAMPLING AND SAMPLING DISTRIBUTIONS - INTRODUCTION - RANDOM AND NONRANDOM SAMPLES - SAMPLE DESIGNS - METHOD OF SAMPLING - SAMPLING AND NON SAMPLING ERRORS - SAMPLING FROM NORMAL POPULATIONS - THE SAMPLING
DISTRIBUTION OF SAMPLING PROPORTION
UNIT - 05
STATISTICAL ESTIMATION - INTRODUCTION - TYPES OF ESTIMATES - POINT AND
INTERVAL ESTIMATES OF A POPULATION PROPORTION AND MEAN - QUALITIES OF
GOOD ESTIMATORS - DETERMINING THE SAMPLE SIZE IN ESTIMATION - APPLICATIONS
UNIT - 06
TESTING OF HYPOTHESIS - INTRODUCTION - HYPOTHESIS TESTING OF PROPORTION
AND MEAN, SINGLE AND TWO-TAILED TESTS - ERRORS IN HYPOTHESIS TESTING MEASURING THE POWERS OF HYPOTHESIS TEST - T-TEST - Z-TEST
UNIT - 07
CHI-SQUARE ANALYSIS - INTRODUCTION - ESTIMATION OF CHI-SQUARE AND
INTERPOLATION - CHI-SQUARE DISTRIBUTION - CHI-SQUARE TESTS FOR
INDEPENDENCE AND GOODNESS OF FIT
UNIT - 08
F-TEST AND ANALYSIS OF VARIANCE - INTRODUCTION - ESTIMATION AND
INTERPRETATION OF F-TEST - ONE WAY CLASSIFICATION AND TWO WAY
CLASSIFICATION OF ANOVA - ASSUMPTIONS OF THE ANALYSIS OF VARANCE
UNIT - 09
NON-PARAMETRIC TEST - INTRODUCTION - SIGN TEST OF PAIRED DATA - WILCOX ON
SIGNS - RANK-SUM TEST - MANN-WHITNEY - U TEST - KRUSKULS WALLIS - H TEST KOLMOGORV - SMIRNOV TEST - RUN TEST - WOLFOWITZ TEST
UNIT - 10
MULTIPLE CORRELATION - INTRODUCTION - COEFFICIENT OF MULTIPLE CORRELATION THE STANDARD ERROR OF ESTIMATE - THE ADVANTAGES AND LIMITATIONS OF
MULTIPLE CORRELATION ANALYSIS - CANONICAL CORRELATION
UNIT - 11
MULTIPLE REGRESSION - INTRODUCTION - TYPES - HIERARCHICAL MULTIPLE
REGRESSION - STANDARD MULTIPLE REGRESSION - TESTING THE SIGNIFICANCE OF
MULTIPLE REGRESSION - THE K-VARIABLE MULTIPLE REGRESSION MODELS - USING
MULTIPLE REGRESSION MODEL FOR PREDICTION
UNIT - 12
MULTIVARIATE ANALYSIS - INTRODUCTION - THE MULTIVARIATE NORMAL DISTRIBUTION
- DISCRIMINATE ANALYSIS - DEVELOPING A DISCRIMINANT FUNCTION - DISCRIMINANT
ANALYSIS WITH MORE THAN TWO GROUPS - FACTOR ANALYSIS - THE EXTRACTION OF
FACTORS AND ROTATION OF FACTORS - CLUSTER ANALYSIS - HIERARCHICAL AND
PARTITION CLUSTER ANALYSIS - SPSS