Statistics Book PDF
| Book Name | Statistics Book PDF |
| Author | TNAU (ICAR) |
| Total Page | 175 |
| Price | Free |
| Statistics Book PDF |
| 1 | DATA – DEFINITION – COLLECTION OF DATA – PRIMARY AND SECONDARY DATA – CLASSIFICATION OF DATA – QUALITATIVE AND QUANTITATIVE DATA. |
| 2 | DIAGRAMMATIC REPRESENTATION OF DATA – USES AND LIMITATIONS – SIMPLE, MULTIPLE, COMPONENT AND PERCENTAGE BAR DIAGRAMS – PIE CHART |
| 3 | GRAPHICAL REPRESENTATION – HISTOGRAM – FREQUENCY POLYGON AND FREQUENCY CURVE |
| 4 | MEASURES OF AVERAGES – MEAN – MEDIAN – MODE – GEOMETRIC MEAN – HARMONIC MEAN – COMPUTATION OF THE ABOVE STATISTICS FOR RAW AND GROUPED DATA – MERITS AND DEMERITS – MEASURES OF LOCATION – PERCENTILES – QUARTILES – COMPUTATION OF THE ABOVE STATISTICS FOR RAW AND GROUPED DATA |
| 5 | MEASURES OF DISPERSION – RANGE, VARIANCE -STANDARD DEVIATION – CO-EFFICIENT OF VARIATION – COMPUTATION OF THE ABOVE STATISTICS FOR RAW AND GROUPED DATA |
| 6 | PROBABILITY – BASIC CONCEPTS-TRIAL- EVENT-EQUALLY LIKELY- MUTUALLY EXCLUSIVE – INDEPENDENT EVENT, ADDITIVE AND MULTIPLICATIVE LAWS. THEORETICAL DISTRIBUTIONSDISCRETE AND CONTINUOUS DISTRIBUTIONS, BINOMIAL DISTRIBUTIONS-PROPERTIES |
| 7 | POISSON DISTRIBUTIONS – PROPERTIES, NORMAL DISTRIBUTIONS- PROPERTIES |
| 8 | SAMPLING-BASIC CONCEPTS- SAMPLING VS COMPLETE ENUMERATION PARAMETER AND STATISTIC-SAMPLING METHODS-SIMPLE RANDOM SAMPLING AND STRATIFIED RANDOM SAMPLING |
| 9 | TEST OF SIGNIFICANCE – BASIC CONCEPTS – NULL HYPOTHESIS – ALTERNATIVE HYPOTHESIS – LEVEL OF SIGNIFICANCE – STANDARD ERROR AND ITS IMPORTANCE – STEPS IN TESTING |
| 10 | T-TEST – DEFINITION – ASSUMPTIONS – TEST FOR EQUALITY OF TWO MEANS-INDEPENDENT AND PAIRED T TEST |
| 11 | ATTRIBUTES- CONTINGENCY TABLE – 2X2 CONTINGENCY TABLE – TEST FOR INDEPENDENCE OF ATTRIBUTES – TEST FOR GOODNESS OF FIT OF MENDALIAN RATIO |
| 12 | CORRELATION – DEFINITION – SCATTER DIAGRAM -PEARSON’S CORRELATION CO-EFFICIENT – PROPERTIES OF CORRELATION COEFFICIENT |
| 13 | REGRESSION – DEFINITION – FITTING OF SIMPLE LINEAR REGRESSION EQUATION – TESTING THE SIGNIFICANCE OF THE REGRESSION COEFFICIENT |
| 14 | DESIGN OF EXPERIMENTS – BASIC CONCEPTS – TREATMENT – EXPERIMENTAL UNIT – EXPERIMENTAL ERROR – BASIC PRINCIPLE – REPLICATION, RANDOMIZATION AND LOCAL CONTROL. |
| 15 | COMPLETELY RANDOMIZED DESIGN – DESCRIPTION – LAYOUT – ANALYSIS – ADVANTAGES AND DISADVANTAGES |
| 16 | RANDOMIZED BLOCKS DESIGN – DESCRIPTION – LAYOUT – ANALYSIS – ADVANTAGES AND DISADVANTAGES |
| 17 | LATIN SQUARE DESIGN – DESCRIPTION – LAYOUT – ANALYSIS – ADVANTAGES AND DISADVANTAGES |
| 18 | FACTORIAL EXPERIMENTS – FACTOR AND LEVELS – TYPES – SYMMETRICAL AND ASYMMETRICAL – SIMPLE, MAIN AND INTERACTION EFFECTS – ADVANTAGES AND DISADVANTAGES |
| 19 | 22 FACTORIAL EXPERIMENTS IN RBD – LAY OUT – ANALYSIS |
| 20 | 23 FACTORIAL EXPERIMENTS IN RBD – LAY OUT – ANALYSIS |
| 21 | SPLIT PLOT DESIGN – LAYOUT – ANOVA TABLE |
| 22 | STRIP PLOT DESIGN – LAYOUT – ANOVA TABLE |
| 23 | LONG TERM EXPERIMENTS – ANOVA TABLE – GUARD ROWS – OPTIMUM PLOT SIZE – DETERMINATION METHODS |
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