Statistical Analysis Syllabus (PDF)
Here I am going to provide you Statistical Analysis Syllabus pdf so that you can increase your basic knowledge of Statistical Analysis and you can prepare for your exam easily.
Statistical Analysis Syllabus
UNIT-I
COMBINATORICS: Permutation and Combination, Repetition and Constrained Repetition,
Binomial Coefficients, Binomial Theorem.
UNIT-II
Frequency distributions, Histograms and frequency polygons, Measures of central tendency:
Mean, Mode, Median, Dispersion, Mean deviation and standard deviation. Moments, Skewness, kurtosis,
UNIT-III
Elementary probability theory: Definition, conditional probability, Probability distribution,
mathematical expectation
Theoretical distribution: Binomial , Poisson and Normal distribution, Relation between the
binomial, poisoned Normal distribution.
UNIT-IV
Correlation and Regression: Linear Correlation, Measure of Correlation, Least Square
Regression lines.
Curve fitting: Method of least square, least square line, least squares Parabola. Chi-square test: definition of chi-square; signification test: contingency test, coefficient of contingency.
UNIT-V
Basic of sampling theory: Sample mean and variance, students t-test, test of Hypotheses and significance, degree of freedom, Z-test, small and large sampling, Introduction to Monte Carlo method.
TEXT BOOKS:
- Advanced Engineering Mathematics: H.K. Dass; ยง. Chand & Co., 9 Revised Edition, 2001.
- Discrete Mathematics: S.K. Sarkar; S. Chand & Co., 2000.
- Numerical Analysis: S.S. Sastry; Prentice Hall of India, 1998.
- Mathematical Statistics: J.N. Kapoor and H.C. Saxena.
- Mathematical Statistics: M. Ray and H. Sharma
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