Department of Statistics
Vision
 To uplift the lifestyle of the poor and downtrodden students through this department which is a fullfledged center for statistical learning.
Mission
 To ensure overall development of the students by imparting training in curricular and cocurricular activities.
Program Educational Objectives (PEOs) 

On successful completion of the M.Sc., Statistics program, the graduate will be able to:  
PEO1  Get employment in government, public, private, industrial, health, business, banking, agricultural and educational sectors 
PEO2  Expand their knowledge to set their career in research and higher studies 
PEO3  Comprehend the statistical concepts and principles for interdisciplinary research 
PEO4  Excel in statistical computing 
PEO5  Acquire proficiency in adopting statistical software for data analysis 
PEO6  Nurture advancement in statistical theory and applications 
Program Specific Outcomes (PSOs) 

On successful completion of M. Sc., Statistics program, the students will be expected to:  
PSO1  Acquire adequate knowledge in theory and applications 
PSO2  Apply the concepts and principles in various fields 
PSO3  Acquire analytical skills for computation 
PSO4  Acquire software skills for statistical computation 
PSO5  Prepare to participate in competitive examinations at the state and national level 
PSO6  Acquire skills to meet the challenges in job placements 
PSO7  Acquire skills to pursue higher education 
PSO8  Gain effective skills to perform data analysis using statistical tools 
PSO9  Identify potential problem areas which require statistical solutions 
PSO10  Apply statistical methods to real time problems 
M.Sc., Statistics
Course Outcomes
Course Name : Real Analysis and Linear Algebra Course Code: 21PST01
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the knowledge for derivability, continuity and convergence of sequences and series  1,2,3,4,5,6,7,8,9,10  Remember to Apply 
CO2  Apply various methods and interpret the matrix properties with Eigen values and Eigen vectors.  1,2,3,4,5,6,7,8,9,10  Remember to Evaluate 
CO3  Apply the classification of quadratic forms and find the nature of quadratic forms  1,2,3,4,5,6,7,8,9,10  Analyze, Evaluate 
CO4  Derive the characteristic roots and vectors  1,2,3,4,5,6,7,8,9,10  Analyze, Evaluate 
CO5  Analyze the usefulness of applications of MP inverse for the solution of optimization problems  1,2,3,4,5,6,7,8,9,10  Understand, Create 
Course Name : Distribution Theory Course Code: 21PST02
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Apply the concept of transformations to find the distribution of function of random variables.  1,2,3,4,5,6,7,8,9,10  Apply 
CO2  Understand the properties of Bivariate Normal Distribution  1,2,3,4,5,6,7,8,9,10  Understand 
CO3  Derive the properties and apply the results of compound and truncated distributions.  1,2,3,4,5,6,7,8,9,10  Analyse 
CO4  Explain the need for noncentral distributions and derive the properties of the same.  1,2,3,4,5,6,7,8,9,10  Understand and Apply 
CO5  Derive the distribution and properties of order statistics and apply the same to real life problems  1,2,3,4,5,6,7,8,9,10  Evaluate 
Course Name : Sampling Techniques Course Code: 21PST03
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the importance of sampling and sample surveys  1,2,3,4,5,6,7,8,9,10  Understand 
CO2  Adopt suitable sampling methods for given situations  1,2,3,4,5,6,7,8,9,10  Understand,
Apply 
CO3  Observe the effectiveness of sample surveys  1,2,3,4,5,6,7,8,9,10  Remember, Analyse 
CO4  Design and perform sample surveys  1,2,3,4,5,6,7,8,9,10  Apply, Evaluate 
CO5  Draw random samples using various sampling methods and study the properties  1,2,3,4,5,6,7,8,9,10  Remember, Apply, Evaluate, Create 
Course Name : Measure Theory Course Code: 21PSTM1
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the meaning of measure and probability  1,2,3,4,5,6,7,8,9,10  Remember 
CO2  Comprehend the concepts of sets, functions, measure and probability space  1,2,3,4,5,6,7,8,9,10  Understand 
CO3  Provide basic and advanced applications of measure and probability  1,2,3,4,5,6,7,8,9,10  Apply 
CO4  Identify application of inequalities in probability theory  1,2,3,4,5,6,7,8,9,10  Analyze 
CO5  Explore the application of law of large numbers and central limit theorems  1,2,3,4,5,6,7,8,9,10  Evaluate 
Course Name : Official Statistics Course Code: 21PSTM2
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the fundamentals of measurement in official statistics  1,2,3,4,5,6,7,8,9,10  Remember 
CO2  Evaluate the methods for data collection, analysis and interpretation of health, social and economic  1,2,3,4,5,6,7,8,9,10  Understand 
CO3  Use appropriate methods for presenting and preparing commentaries on official statistics  1,2,3,4,5,6,7,8,9,10  Apply &Analyze 
CO4  Execute the tasks in agricultural and economic statistics  1,2,3,4,5,6,7,8,9,10  Evaluate 
CO5  Overcome the limitations that arises from measurement and processes of statistical production  1,2,3,4,5,6,7,8,9,10  Create 
Course Name : Probability Theory Course Code: 21PST04
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the meaning of probability measure, probability space and distribution function  1,2,3,4,5,6,7,8,9,10  Remember, Understand 
CO2  To have an understanding of the nature of chance and variation in real life situation apply the measure and probability  1,2,3,4,5,6,7,8,9,10  Understand, Analyze 
CO3  To understand the fail behavior of a random variable and the behavior of the average of independent random variable in various field. Apply in real life problem  1,2,3,4,5,6,7,8,9,10  Apply, Analyze, Evaluate 
CO4  To know how a sequence of probability converges and how a sequence of random variables in the limit  1,2,3,4,5,6,7,8,9,10  Apply, Analyze, Evaluate 
CO5  Explore the applications of central limit theorem (CLT) and analyze various research problem in different fields.  1,2,3,4,5,6,7,8,9,10  Apply, Analyze, Evaluate 
Course Name : Multivariate Analysis Course Code: 21PST05
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the knowledge of cluster analysis, principal component analysis and factor analysis  1,2,3,4,5,6,7,8,9,10  Remember to Apply 
CO2  Apply the variable reduction methods to study the real life problems using cluster analysis, principal component analysis and factor analysis.  1,2,3,4,5,6,7,8,9,10  Remember to Evaluate 
CO3  Apply the classification techniques to real life problems.  1,2,3,4,5,6,7,8,9,10  Analyze, Evaluate 
CO4  Analyse the hypothesis for multiple characteristics.  1,2,3,4,5,6,7,8,9,10  Analyze to Create 
CO5  Create the testing methodology based on Wilk’s criterion for their further research  1,2,3,4,5,6,7,8,9,10  Understand, Create 
Course Name : Design of Experiments Course Code: 21PST06
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Remember and understand the theoretical knowledge of analysis of various and design of experiments  1,2,3,4,5,6,7,8,9,10  Remember, Understand 
CO2  Understand the type of suitable design for the analysis of experiments in various practical situation  1,2,3,4,5,6,7,8,9,10  Understand, Apply 
CO3  Apply various design of experiments and evaluate its results  1,2,3,4,5,6,7,8,9,10  Apply, Analyze, Evaluate 
CO4  Create further analysis which are specific to the scope and objective of any experiments  1,2,3,4,5,6,7,8,9,10  Analyze. Create 
CO5  Create a new experimental design as per the objective of the research problem in various fields  1,2,3,4,5,6,7,8,9,10  Create 
Course Name : Programming in R Course Code: 21PSTM3
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the basics of R Language  1,2,3,4,5,6,7,8,9,10  Understand 
CO2  Apply the logical skills for performing statistical analysis  1,2,3,4,5,6,7,8,9,10  Apply 
CO3  Use appropriate plots, charts and diagrams for all kinds of data  1,2,3,4,5,6,7,8,9,10  Evaluate 
CO4  Perform parametric methods  1,2,3,4,5,6,7,8,9,10  Evaluate 
CO5  Perform data analysis for real time problems  1,2,3,4,5,6,7,8,9,10  Evaluate 
Course Name : Reliability Theory and Survival Analysis Course Code: 21PSTM4
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Learn the concept of reliability and its various measures.  1,2,3,4,5,6,7,8,9,10  Remember, Understand 
CO2  Find failure rate, identify failure rate distributions.  1,2,3,4,5,6,7,8,9,10  Understand, Apply, Evaluate 
CO3  Compute reliability of components and systems.  1,2,3,4,5,6,7,8,9,10  Apply, Evaluate 
CO4  Learn the application of statistics in handling survival data.  1,2,3,4,5,6,7,8,9,10  Understand, Apply, Analyze 
CO5  Learn the censoring scheme and likelihood function and its estimation. – Nonparametric estimation in lifetime data.  1,2,3,4,5,6,7,8,9,10  Understand, Apply, Analyze 
Course Name : Statistical Estimation Theory Course Code: 21PST07
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the knowledge of MLE, minimum variance, Unbiased estimation etc.  1,2,3,4,5,6,7,8,9,10  Remember to Apply 
CO2  Compare the estimators and find out the properties of estimator such as unbiasedness, efficiency, sufficiency etc.  1,2,3,4,5,6,7,8,9,10  Remember to Evaluate 
CO3  Apply the lower bound such as Cramer Rao bound to probability distributions.  1,2,3,4,5,6,7,8,9,10  Analyze , Evaluate 
CO4  Apply estimation methods to real life problems.  1,2,3,4,5,6,7,8,9,10  Analyze to Create 
CO5  Construct confidence Intervals for population parameters.  1,2,3,4,5,6,7,8,9,10  Understand, Create 
Course Name : Demography Course Code: 21PST08
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Learn the basics of demographic data.  1,2,3,4,5,6,7,8,9,10  Understand, Analyze 
CO2  Provide the basic knowledge in Measurements of Population.  1,2,3,4,5,6,7,8,9,10  Understand, Apply 
CO3  Explore the importance of fertility measures  1,2,3,4,5,6,7,8,9,10  Remember, Analyze 
CO4  Analyze the concepts of Migration and its importance.  1,2,3,4,5,6,7,8,9,10  Apply, Evaluate 
CO5  Understand the core idea of population projection and their estimation.  1,2,3,4,5,6,7,8,9,10  Remember, Understand, Apply,Analyze,Evaluate,Create 
Course Name : Stochastic Processes Course Code: 21PST09
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand and apply Markovian concept in real time decision making.  1,2,3,4,5,6,7,8,9,10  Apply 
CO2  Adopt BirthDeath process to queueing situation.  1,2,3,4,5,6,7,8,9,10  Apply 
CO3  Apply Time series models to real time problems.  1,2,3,4,5,6,7,8,9,10  Analyze 
CO4  Apply the concept of Renewal theory.  1,2,3,4,5,6,7,8,9,10  Evaluate 
CO5  Apply the concepts of Branching process  1,2,3,4,5,6,7,8,9,10  Evaluate 
Course Name : Data Analysis using Excel Course Code: 21PCMST
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Define terminology related to spreadsheet applications.  1,2,3,4,5,6,7,8,9,10  Remember, Understand 
CO2  Find and replace cell data and formats.  1,2,3,4,5,6,7,8,9,10  Understand , Apply 
CO3  Use appropriate plots, Charts and diagrams for all kinds of statistical data.  1,2,3,4,5,6,7,8,9,10  Understand , Apply, Analyze 
CO4  Create and revise formulas, using functions.  1,2,3,4,5,6,7,8,9,10  Understand , Apply, Analyze 
CO5  Analyze the data and interpret the results for statistical methods.  1,2,3,4,5,6,7,8,9,10  Understand , Apply, Analyze 
Course Name : Testing of Hypothesis Course Code: 21PST10
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Determine the size of critical region and power of test function.  1,2,3,4,5,6,7,8,9,10  Apply, Evaluate

CO2  Apply the NP lemma to real life problem solving.  1,2,3,4,5,6,7,8,9,10  Apply, Evaluate

CO3  Apply a sequential procedure for a specified stopping rule and the decision rule.  1,2,3,4,5,6,7,8,9,10  Understand, Apply, Evaluate

CO4  Apply the likelihood ratio test to the hypothesis of real life situations.  1,2,3,4,5,6,7,8,9,10  Apply, Evaluate

CO5  Test statistical hypothesis by selecting suitable test procedure.  1,2,3,4,5,6,7,8,9,10  Apply, Analyze, Evaluate 
Course Name : Statistical Quality Control Course Code: 21PST11
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Construct control charts for large and smaller shifts in the process Parameters  1,2,3,4,5,6,7,8,9,10  Remember, Understand 
CO2  Effectively interpret the results from the control charts  1,2,3,4,5,6,7,8,9,10  Understand , Apply 
CO3  Carry out process capability analysis  1,2,3,4,5,6,7,8,9,10  Understand , Apply 
CO4  Adopt appropriate sampling inspection plans for given conditions  1,2,3,4,5,6,7,8,9,10  Remember , Apply 
CO5  Compute control charts of components and systems  1,2,3,4,5,6,7,8,9,10  Understand , Apply, Analyze 
Course Name : Operations Research Course Code: 21PST12
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Understand the knowledge of LPP, Duality in LPP and Dual Simplex method  1,2,3,4,5,6,7,8,9,10  Understand, Apply 
CO2  Apply the concept of IPP and solve the IPP  1,2,3,4,5,6,7,8,9,10  Remember to Evaluate 
CO3  Construct and evaluate the Non linear programming problem  1,2,3,4,5,6,7,8,9,10  Evaluate 
CO4  Design and develop inventory problem  1,2,3,4,5,6,7,8,9,10  Create 
CO5  Apply PERT and CPM techniques in research and construction projects.  1,2,3,4,5,6,7,8,9,10  Apply to Create 
Course Name : Statistical Analysis Course Code: 21PCEM1
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Characterise the data using statistical constants  1,2,3,4,5,6,7,8,9,10  Understand, Analyse 
CO2  Apply sampling techniques to real life problems  1,2,3,4,5,6,7,8,9,10  Apply 
CO3  Perform small sample tests  1,2,3,4,5,6,7,8,9,10  Apply 
CO4  Perform large sample tests  1,2,3,4,5,6,7,8,9,10  Apply 
CO5  Perform the Analysis of Variance  1,2,3,4,5,6,7,8,9,10  Apply 
Course Name : Quantitative Techniques for Business Decisions Course Code: 21PCEM3
S. NO.  COURSE OUTCOME  PSOs Addressed  BLOOMS VERB 
CO1  Compute the seasonal indices using time series  1,2,3,4,5,6,7,8,9,10  Compute the seasonal indices using time series 
CO2  Use various criteria of decision making to solve real life problems  1,2,3,4,5,6,7,8,9,10  Use various criteria of decision making to solve real life problems 
CO3  Obtain optimum solution to the LPP  1,2,3,4,5,6,7,8,9,10  Obtain optimum solution to the LPP 
CO4  Solve the Transportation Problem  1,2,3,4,5,6,7,8,9,10  Solve the Transportation Problem 
CO5  Find the critical path of a network in certain and uncertain situations.  1,2,3,4,5,6,7,8,9,10  Find the critical path of a network in certain and uncertain situations. 