MF9256 PROBABILITY AND STATISTICS SYLLABUS | ANNA UNIVERSITY ME MANUFACTURING ENGINEERING ELECTIVES SYLLABUS REGULATION 2009 2011 2012-2013 BELOW IS THE ANNA UNIVERSITY M.E MANUFACTURING ENGINEERING DEPARTMENT ELECTIVES SYLLABUS, TEXTBOOKS, REFERENCE BOOKS,EXAM PORTIONS,QUESTION BANK,PREVIOUS YEAR QUESTION PAPERS,MODEL QUESTION PAPERS, CLASS NOTES, IMPORTANT 2 MARKS, 8 MARKS, 16 MARKS TOPICS. IT IS APPLICABLE FOR ALL STUDENTS ADMITTED IN THE YEAR 2011 2012-2013 (ANNA UNIVERSITY CHENNAI, TRICHY, MADURAI, TIRUNELVELI, COIMBATORE), 2009 REGULATION OF ANNA UNIVERSITY CHENNAI AND STUDENTS ADMITTED IN ANNA UNIVERSITY CHENNAI DURING 2010
MF9256 PROBABILITY AND STATISTICS L T P C 3 0 0 3
AIM:
To introduce the concepts of probability, sampling techniques, estimation to the students.
OBJECTIVE:
To train the students so that students will be able to design experimental designs and use these concepts for research design.
UNIT I1 PROBABILITY THEORY 14
Random variables – probability density and distribution functions-moment generating and characteristic functions – Binomial, Poisson, Normal distributions and their applications.
UNIT II SAMPLING THEORY 9
Sampling distributions – Standard error – t, F, Chi square distributions – applicatio
UNIT III ESTIMATION THEORY 5
Interval estimation for population mean, standard deviation, difference in means, ratio of standard deviations – point estimation.
UNIT IV TESTING OF HYPOTHESIS AND ANOVA 12
Hypothesis testing – Small samples – Tests concerning proportion, means, standard deviations – Tests based on chi square – Non parametric methods – Sign test – Rank sum test One, two factor models-Design of experiments.
UNIT V CORRELATION, REGRESSION AND TIME SERIES ANALYSIS 5
Correlation analysis, estimation of regression line – Time series analysis – Trend analysis – cyclical variations – Seasonal variations – Irregular variations
TOTAL : 45 PERIODS
REFERENCES:
1. Levin and Rubin, Statistics for Management, Prentice Hall of India, 2001
2. Hooda, Statistics for Business and Economics, Macmillan India, 2001
3. John.E.Freunds, “Mathematical statistics with applications”, Pierson Educations, 2004
4. Gupta and Kapoor, Fundamentals of Mathematical Statistics, Sultanchand, 2002.
MF9256 PROBABILITY AND STATISTICS L T P C 3 0 0 3
AIM:
To introduce the concepts of probability, sampling techniques, estimation to the students.
OBJECTIVE:
To train the students so that students will be able to design experimental designs and use these concepts for research design.
UNIT I1 PROBABILITY THEORY 14
Random variables – probability density and distribution functions-moment generating and characteristic functions – Binomial, Poisson, Normal distributions and their applications.
UNIT II SAMPLING THEORY 9
Sampling distributions – Standard error – t, F, Chi square distributions – applicatio
UNIT III ESTIMATION THEORY 5
Interval estimation for population mean, standard deviation, difference in means, ratio of standard deviations – point estimation.
UNIT IV TESTING OF HYPOTHESIS AND ANOVA 12
Hypothesis testing – Small samples – Tests concerning proportion, means, standard deviations – Tests based on chi square – Non parametric methods – Sign test – Rank sum test One, two factor models-Design of experiments.
UNIT V CORRELATION, REGRESSION AND TIME SERIES ANALYSIS 5
Correlation analysis, estimation of regression line – Time series analysis – Trend analysis – cyclical variations – Seasonal variations – Irregular variations
TOTAL : 45 PERIODS
REFERENCES:
1. Levin and Rubin, Statistics for Management, Prentice Hall of India, 2001
2. Hooda, Statistics for Business and Economics, Macmillan India, 2001
3. John.E.Freunds, “Mathematical statistics with applications”, Pierson Educations, 2004
4. Gupta and Kapoor, Fundamentals of Mathematical Statistics, Sultanchand, 2002.
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