DEPARTMENT OF STATISTICS

Program Specific Outcomes (PSOs)

On successful completion of M. Sc., Statistics program, the students will be expected to:

PSO1       Comprehend the theoretical aspects of statistics

PSO2       Recognize the application of statistics in diversified fields

PSO3       Develop computer programs and codes for statistical computation

PSO4       Utilize statistical software effectively for data analysis

PSO5       Understand the conditions and limitations of statistical methods in application

PSO6       Apply Statistical Concepts to real time modelling

PSO7       Identify areas  which require solution through Statistical tools

PSO8      Develop Statistical applications using software for specific problems

PSO9      Acquire skills to track examinations which demand Critical Statistical thinking

PSO10    Understand the Significance of Statistical tools in administration

Program Outcomes (POs)

On successful completion of the M. Sc., Statistics program, the graduates will be able to:

PO1       Acquire adequate knowledge in theory and applications

PO2      Apply the concepts and principles in various fields

PO3      Acquire analytical skills for computation

PO4      Acquire software skills for statistical computation

PO5      Prepare to participate in competitive examinations at the state and national level

PO6      Acquire skills to meet the challenges in job placements

PO7      Acquire skills to pursue higher education

PO8      Gain effective skills to perform data analysis using statistical tools

PO9      Identify potential problem areas which require statistical solutions

PO10    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 non-central 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. – Non-parametric 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 Birth-Death 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.