Program Outcomes (POs)
On successful completion of the B.Sc Statistics program, students will be able to
PO1
Apply the concepts, principles and methods of statistics to various fields of study
PO2
Understand the importance and value of statistical principles and convert a problem description into testable research hypotheses.
PO3
Select appropriate statistical tools to investigate a research hypothesis.
PO4
Perform data analysis by apply appropriate statistical methodology and interpret result in a variety of settings.
PO5
Compute statistical measures using software and programs.
PO6
Apply likelihood principles and calculus to derive fundamental results in probability, estimation and hypothesis testing.
PO7
Select standard experiment designs, with consideration of selection process, data collection, issues of bias, causality and confounding, based on specifications of a scientific study.
PO8
Write code to extract and reformat real data and to utilize statistical programming environments.
PO9
Acquire skills to write competitive examinations and get opportunities for job placements in various sectors
PO10
Move for higher level learning
Program Specific Outcomes (PSOs)
On successful completion of the B.Sc Statistics programme, the students are expected to
PSO1
Realize the importance/ applications of statistics in various fields such as agriculture, medical science, demography,etc.,
PSO2
know the suitable statistical methods / Models for data analysis.
PSO3
know the different methods of Collection of Data.
PSO4
realize the goodness of fitting of Probability Distribution to the statistical data.
PSO5
understand different methods of estimation for an unknown parameters involved in probability distribution.
PSO6
write the computer programs for statistical calculation and analyzing the data under study.
PSO7
find the optimum solution to the problems using Statistical Methods.
PSO8
draw a valid inference about the population in which the samples have been taken.
PSO9
identify the quality of the product using the statistical tools.
PSO10
to develop the methods of measuring, comparing the intensity and analyzing the factors in demographic processes.
COURSE CODE : 22UST01
COURSE NAME : Core Course – I : Descriptive Statistics
S. No.  Course Outcome  Blooms Verb 
CO1  Understand the scope and necessity of Statistics.  Remember, Understand 
CO2  Tabulate and represent the data in diagrams and graphs.  Understand , Apply 
CO3  Apply the formula and calculate descriptive measures of statistics.  Understand , Apply, Analyze 
CO4  Analyze the nature of data and interpret the measures  Understand , Apply, Analyze 
CO5  Analyze the data and predict the future values using curve fitting.  Analyze , Evaluate 
COURSE CODE : 22UST02
COURSE NAME: Core Course – II: Probability Theory
S. No.  Course Outcome  Blooms Verb 
CO1  Compute probabilities using classical, statistical and axiomatic approach.  Understand, Apply 
CO2  Gain knowledge about conditional probability and applications of Baye’s theorem  Apply to Evaluate 
CO3  Understand the concept of random variables and solve the problems in mathematical expectations  Analyze, Evaluate 
CO4  Apply the concept of Chebychev’s inequality and solve the problems  Understand to Evaluate 
CO5  Analyze the properties and applications of various probability functions and Weak law of Large Numbers  Remember to apply 
COURSE CODE : 22USTP1
COURSE NAME : Core Practical – I: Descriptive Statistics and Probability Theory
S.No  Course Outcome  Blooms Verb 
CO1  Frame the questionnaire and collect primary data and select a proper source of secondary data.  Understand, Remember & Apply 
CO2  Interpret the problems based on measures of central tendency and measures of dispersion.  Analyze & Evaluate 
CO3  Estimate the value of a dependent variable using regression analysis.  Analyze & Evaluate 
CO4  Fit linear and nonlinear curves using method of least squares.  Understand, Analyze & Evaluate 
CO5  Derive regression lines using bivariate probability distribution.  Create & Analyze 
COURSE CODE : 22UST03
COURSE NAME : Core Course – III: Distribution Theory
S. No.  Course Outcome  Blooms Verb 
CO1  Derive the characteristics of discrete Univariate distributions.  Remember and Understand 
CO2  Derive the characteristics of continuous Univariate distributions.  Remember and Understand 
CO3  Derive Sampling distributions  Apply 
CO4  Know how to apply the concept of order statistics  Analyze 
CO5  Understand the need for truncated distributions.  Evaluate 
COURSE CODE : 22ASTS1
COURSE NAME : Allied – II Course I: Linear Programming and its Applications
S.No.  Course Outcome  Blooms Verb 
CO1  Understand methods of solving linear programming problem  Remember, Understand

CO2  Know the concept and solution of Transportation problems  Understand, Apply, Evaluate 
CO3  Understand the concept and solving assignment  Understand, Apply, Evaluate 
CO4  Understand the concept and solving the problem of game theory  Understand, Apply, Evaluate 
CO5  Understand the network analysis  Understand, Apply, Evaluate 
COURSE CODE : 22USTN1
COURSE NAME : NonMajor Elective Course – I – Statistics for Business Analysis – I
S.No  Course Outcome  Blooms Verb 
CO1  Plan and execute a statistical survey  Understand & Remember 
CO2  Frame the questionnaire and collect primary data and select a proper source of secondary data.  Understand, Remember & Apply 
CO3  Evaluate the statistical constants with diagrams and graphs.  Understand, Analyze & Evaluate 
CO4  Identify the appropriate measure of central tendency and dispersion for a particular situation.  Understand, Analyze & Evaluate 
CO5  Interpret the problems based on measures of central tendency and measures of dispersion.  Analyze & Evaluate 
COURSE CODE : 22UST04
COURSE NAME : Core Course – IV: Sampling Techniques
S. No.  Course Outcome  Blooms Verb 
CO1  Identify the plan and design a sample survey  Remember to Apply 
CO2  Construct the principal steps in Sample survey and Preparation of questionnaire and schedule  Remember to Evaluate 
CO3  Understand the principles of census and sample surveys and to become competent for conductingsample surveys.  Analyze, Evaluate 
CO4  Estimate the population characteristics using the methods of simple random sampling, stratified random sampling and systematic sampling.  Understand to Evaluate

CO5  Analyze various sampling techniques and make interpretations for further studies.  Analyze, Evaluate 
COURSE CODE : 22ASTS2
COURSE NAME : Allied – II Course II: Decision Theory and its Applications
S.No.  Course Outcome  Blooms Verb 
CO1  Take appropriate decisions using EMV, EOL and EVPI.  Understand, Apply, Evaluate 
CO2  Find EOQ in various situations.  Apply, Evaluate 
CO3  Quantify the characteristics of a queueing system.  Understand, Apply, Evaluate 
CO4  Find the optimum replacement time of machines and optimum sequence of jobs.  Apply, Evaluate 
CO5  Derive the relationship between the finite and infinite queue length models.  Apply, Analyze, Evaluate 
COURSE CODE :22USTN2
COURSE NAME : NonMajor Elective Course – II : Statistics for Business Analysis – II
S. No.  Course Outcome  Blooms Verb 
CO1  Identify the components of time series and the method of measuring trend.  Remember, Understand 
CO2  Construct, evaluate and interpret the index numbers.  Understand, Apply, Analyze 
CO3  Evaluate the cost of living index and interpret.  Understand, Apply, Evaluate 
CO4  Understand the demand analysis.  Understand, Apply 
CO5  Understand the vital statistics and its importance in the civic society.  Remember, Understand, Apply 
COURSE CODE : 22USTP2
COURSE NAME : Core Practical II: Distribution Theory and Sampling Techniques
S. No.  Course Outcome  Blooms Verb 
CO1  Compute the statistical constants of Binomial and Poisson distribution  Remember to Apply 
CO2  Understand the concept of fitting of distribution and solving problems for Binomial, Poisson and Normal distribution  Remember to Evaluate 
CO3  Compute the estimates of parameters using simple random sampling, stratified random sampling and systematic sampling  Analyze, Evaluate 
CO4  Analyze and solve the problems in Sampling techniques  Analyze , Evaluate 
CO5  Use systematic sampling to estimate the ratio and regression estimator.  Understand, Evaluate 
COURSE CODE : 22ASTSP
COURSE NAME : Allied – II – Practical : Operations Research
S. No.  Course Outcome  Blooms Verb 
CO1  Explain optimum solution for a LPP, transportation problem and assignment problem.  Remember to Apply 
CO2  Understand the appropriate decisions for problems of games.  Remember to Evaluate 
CO3  Analyze the optimum replacement time of machines and optimum sequence of jobs.  Analyze, Evaluate 
CO4  Analyze and solve the decision theory and queuing theory problems.  Analyze to Create 
CO5  Create Operation Research Models for their further studies.  Understand, Create 
COURSE CODE : 22UST05
COURSE NAME : Core Course – V: Theory of Estimation
S. NO.  COURSE OUTCOME  BLOOMS VERB 
CO1  Understand the concept of Statistical Inference, types of inference, Characteristics of point estimation  Remember, Understand 
CO2  Know the concept of efficiency, sufficiency, CR inequality and its applications  Understand, Apply 
CO3  Know the concept of sufficient statistic, Neyman Factorization theorem, RB theorem and its applications  Understand, Apply 
CO4  Know the different methods of estimation  Understand, Apply, Analyze 
CO5  Know the concept of interval estimation, Confidence intervals for parameters of some distributions

Understand, Apply, Analyze 
COURSE CODE : 22UST06
COURSE NAME : Core Course – VI : Demography
S. No.  Course Outcome  Blooms Verb 
CO1  Execute methods of obtaining vital statistics, measurement of Population.  Remember 
CO2  Educate the application of vital statistics.  Understand 
CO3  Compute various fertility measures  Apply 
CO4  Extract the measures of mortality using life tables and construction of abridged life table.  Apply 
CO5  Know the types of migration and apply methods of estimating net migration rates.  Apply 
COURSE CODE : 22UST07
COURSE NAME : Core CourseVII : Statistical Quality Control
S. No.  Course Outcome  Blooms Verb 
CO1  Understand the concept of quality, specification limits and tolerance limits  Remember, Understand 
CO2  Construct and draw control charts for variables ,attributes and interpret them.  Understand , Apply 
CO3  Apply various sampling plans for product control.  Apply, Analyze 
CO4  Analyze the nature of data and interpret the quality of product  Apply, Analyze 
CO5  Apply reliability and other related measures based on standard distributions  Analyze , Evaluate 
COURSE CODE : 22USTM1
COURSE NAME : Major Based Elective – I: Stochastic Processes
S. NO.  COURSE OUTCOME  BLOOMS VERB 
CO1  Understand the classification of Stochastic processes  Remember and Understand 
CO2  Solve problems using Markovian concepts.  Apply 
CO3  Test the stationarity of a stochastic proces  Analyze 
CO4  To model a problem using continuous time Markov models.  Evaluate 
CO5  Solve queueing problems using standard queueing models.  Evaluate 
COURSE CODE : 22USTM2
COURSE NAME : Major Based Elective – II: Official Statistics
S.No  Course Outcome  Blooms Verb 
CO1  Understand the fundamentals of measurement in official statistics  Remember 
CO2  understand National Sample Survey Organisation ,Procedure for collection of information ,Forest Statistics  Understand, Evaluate 
CO3  Methods of estimating national income  Apply & Evaluate 
CO4  Evaluate Social accounting  Evaluate 
CO5  Wholesale prices, Retail prices, industrial Statistics  Understand, Evaluate 
COURSE CODE : 22USTM3
COURSE NAME : Major Based Elective III : Econometrics
S. NO.  COURSE OUTCOME  BLOOMS VERB 
CO1  Know the scope and objectives of Econometrics  Remember, Understand 
CO2  Know the models of econometrics  Understand, Apply, Analyze 
CO3  Estimate the parameters of models of Econometrics  Understand, Apply, Analyze 
CO4  Know multicollinearity  Understand, Apply 
CO5  Understand Auto correlation  Remember, Understand, Apply 
COURSE CODE : 22USTM4
COURSE NAME : Major Based Elective – IV: Actuarial Statistics
S. No.  Course Outcome  Blooms Verb 
CO1  Present value, accumulated value, Annuity, immediate annuity  Remember, Understand 
CO2  Present Value of immediate annuity payable p times a year, Redemption of loan by a sinking  Remember, Understand, Evaluate 
CO3  Complete and incomplete mortality table, expectation of life,.  Understand, Evaluate 
CO4  Assurances, Pure endowment assurance, endowment assurance, term assurance, whole life assurance, double endowment assurance, increasing temporary and whole life assurance.  Remember, Understand, Evaluate 
CO5  Premium, natural premium level, Annual, Net, office Premiums. Expressions for level annual premium under temporary assurance plans  Remember,Understand, Evaluate 
COURSE CODE : 22UST08
COURSE NAME : Core Course – VIII: Testing of Hypothesis
S. No.  Course Outcome  Blooms Verb 
CO1  Understand testing of statistical hypothesis  Remember, Understand 
CO2  Understand Likelihood Ratio test, applications and properties  Understand, Apply 
CO3  Understand test of significance, tests based on normal, t, F and Chisquare distributions  Understand, Apply 
CO4  Understand the concept of distribution free test, nonparametric tests  Apply, Analyze, Evaluate 
CO5  Understand the concept of Sequential Analysis, OC and ASN functions  Apply, Analyze, Evaluate, 
COURSE CODE : 22UST09
COURSE NAME : Core Course – IX: Design of Experiments
S. No.  Course Outcome  Blooms Verb 
CO1  Experimental Design Replication, Randomization and Local control. Students Newman Keul’s (SNK)test, Duncan’s Multiple Range (DMR) test and Tukey’s test  Remember, Understand 
CO2  oneway and twoway classification without interactions  Understand, Apply 
CO3  CRD, RBD and LSD Layout and their Statistical analysis Efficiencies of LSD over RBD and CRD  Apply, Analyze, Evaluate 
CO4  Analysis of RBD and LSD with one observation and two observations per cell  Apply, Analyze, Evaluate 
CO5  Factorial Experiment: main and interaction effects and statistical analysis in 2^{2}, 2^{3} and 3^{2} designs.  Apply, Analyze, Evaluate, 
COURSE CODE : 22UST10
COURSE NAME : CC – X : APPLIED STATISTICS
S. No.  Course Outcome  Blooms Verb 
CO1  Identify the components of time series and the method of measuring trend.  Remember, Understand, Apply 
CO2  Apply the different measures of variations to forecast the data.  Apply, Analyze, Evaluate 
CO3  Construct, evaluate and interpret the index numbers.  Understand, Apply, Evaluate 
CO4  Know the criteria for good index numbers  Apply, Analyze 
CO5  Evaluate the cost of living index and interpret.  Understand, Apply, Evaluate 
COURSE CODE : 22USTM5
COURSE NAME : MBEC – V : MSEXCEL
S. No.  Course Outcome  Blooms Verb 
CO1  Define terminology related to spreadsheet applications.  Remember, Understand 
CO2  Find and replace cell data and formats.  Understand , Apply 
CO3  Use appropriate plots, Charts and diagrams for all kinds of statistical data.  Understand , Apply, Analyze 
CO4  Create and revise formulas, using functions.  Understand , Apply, Analyze 
CO5  Analyze the data and interpret the results for statistical methods.  Understand , Apply, Analyze 
COURSE CODE : 22USTM6
COURSE NAME : MBEC – VI : NUMERICAL ANALYSIS AND CPROGRAMMING
S. No.  Course Outcome  Blooms Verb 
CO1  Solve equations using numerical methods.  Remember, Understand 
CO2  Interpolate the value using techniques of numerical methods.  Understand , Apply 
CO3  Perform numerical integration using Trapezoidal and Simpson’s rule.  Remember, Apply 
CO4  Write C programs for solving problems.  Understand , Apply 
CO5  Make and revise programs using statistical measures.  Create, Understand , Apply 
COURSE CODE : 22USTM7
COURSE NAME : MBEC – VII : PSYCHOLOGICAL STATISTICS
S. No.  Course Outcome  Blooms Verb 
CO1  Z or σ scoresstandard scoresNormalized scores TscoresPercentile scoreScaling of rankings and ratings in terms of Normal Probability curve.  Remember, Understand, Apply 
CO2  Reliability of test scores, Parallel tests Methods for determining test reliability, effect of different ranges on the reliability of the test.  Understand,
Apply 
CO3  Validity of test scores ,types of validity  Understand,
Apply 
CO4  Biserial correlation, comparison of Phi and Tetrachoric r. The contingency coefficient (c)curvilinear or non linear relationship.  Understand, Apply, Analyze 
CO5  Correlation ratio ,multiple correlation, partial and multiple correlation.  Understand, Apply, Analyze 
COURSE CODE : 22USTP3
COURSE NAME : CORE PRACTICAL – III : APPLIED STATISTICS
S. NO.  COURSE OUTCOME  BLOOMS VERB 
CO1  Compute various demographic Measures  Evaluate 
CO2  Construct Process control charts for mean , Range and Standard deviation.  Evaluate 
CO3  Construct Process control charts for attributes and Construct OC, ASN, AOQ and ATI curves for sampling plans  Evaluate and Create 
CO4  Compute various types of Index numbers.  Evaluate 
CO5  Compute the trend values and seasonal indices for a time series.  Evaluate 
COURSE CODE : 22USTP4
COURSE NAME : CORE PRACTICAL – IV : INFERENCE AND DESIGN OF EXPERIMENTS
S. No.  Course Outcome  Blooms Verb 
CO1  Estimate the parameters by MLE and method of moments  Apply 
CO2  Fit the standard distributions and test the goodness of fit.  Evaluate 
CO3  Test the hypothesis for proportion, mean and standard deviation based on large samples.  Evaluate 
CO4  Test the hypothesis for mean and variance based on small samples.  Evaluate 
CO5  Perform the analysis of various for various designs.  Evaluate 
COURSE CODE : 22ASTM1
COURSE NAME : ALLIED – II – COURSE – I : MATHEMATICAL STATISTICS – I
S. No.  Course Outcome  Blooms Verb 
CO1  Find the characteristics of a random variable from its probability distribution  Remember and Understand 
CO2  Apply the results of standard distributions to real life problems.  Apply 
CO3  Compute the intensity of relationship between any two variables.  Apply 
CO4  Estimate the value of one variable when the value of a related variable is known  Evaluate 
CO5  Fit statistical models for real time data  Evaluate 
COURSE CODE : 22ASTM2
COURSE NAME : ALLIED – II – COURSE – II : MATHEMATICAL STATISTICS – II
S. No.  Course Outcome  Blooms Verb 
CO1  Verify the properties of an estimator  Understand 
CO2  Apply various methods of estimation  Understand and Apply 
CO3  Understand the terminologies of the testing the hypothesis.  Analyze 
CO4  Test the parameters based on large samples.  Evaluate 
CO5  Test the parameters based on small samples.  Evaluate 
COURSE CODE : 22ASTMP
COURSE NAME : ALLIED – II – PRACTICAL : MATHEMATICAL STATISTICS
S. No.  Course Outcome  Blooms Verb 
CO1  Determine the measure of location for real life problem in various fields.  Apply 
CO2  Fit the discrete and continuous distribution  Apply, Analyze 
CO3  Compute the relationship between any two variables.  Apply, Analyze 
CO4  Test the significance of proportion, Mean and Variance  Analyze, Evaluate 
CO5  Test the independence of attributes  Analyze, Evaluate 
COURSE CODE : 22ASTG1
COURSE NAME : ALLIED – I – COURSE – I : APPLIED STATISTICS – I
S. No.  Course Outcome  Blooms Verb 
CO1  Collect the data using proper tools.  Remember, Understand, Apply 
CO2  Classify, tabulate and present the data in diagrams and graphs.  Apply, Analyze, Evaluate 
CO3  Locate the statistical measures using graphs.  Understand, Apply, Evaluate 
CO4  Describe the characteristics of data in terms of statistical constants.  Apply, Analyze 
CO5  Fit a straight line and a second degree parabola.  Understand, Apply, Evaluate 
COURSE CODE : 22ASTG2
COURSE NAME : ALLIED – I – COURSE – II : APPLIED STATISTICS – II
S. No.  Course Outcome  Blooms Verb 
CO1  Identify the components of time series and the method of measuring trend.  Remember, Understand, Apply 
CO2  Apply the different measures of variations to forecast the data.  Apply, Analyze, Evaluate 
CO3  Construct, evaluate and interpret the index numbers.  Understand, Apply, Evaluate 
CO4  Know the criteria for good index numbers  Apply, Analyze 
CO5  Evaluate the cost of living index and interpret.  Understand, Apply, Evaluate 
COURSE CODE : 22ASTGP
COURSE NAME : ALLIED – I – PRACTICAL : APPLIED STATISTICS
S. No.  Course Outcome  Blooms Verb 
CO1  Identify the components of time series and the method of measuring trend.  Remember, Understand, Apply 
CO2  Apply the different measures of variations to forecast the data.  Apply, Analyze, Evaluate 
CO3  Construct, evaluate and interpret the index numbers.  Understand, Apply, Evaluate 
CO4  Know the criteria for good index numbers  Apply, Analyze 
CO5  Evaluate the cost of living index and interpret.  Understand, Apply, Evaluate 
COURSE CODE : 22ASTC1
COURSE NAME : ALLIED – II – COURSE – I : BUSINESS STATITICS – I
S. No.  Course Outcome  Blooms Verb 
CO1  Explain scope, limitations and data collections.  Remember to Apply 
CO2  Understand the data in table and represent the data in diagrams and graphs.  Remember to Evaluate 
CO3  Analyse the measures of central tendency and dispersion.  Analyze, Evaluate

CO4  Analyze and solve the LPP using graphical method.  Analyze to Create 
CO5  Construct LPP Models for given circumstances.  Understand, Create 
COURSE CODE : 22ASTC2
COURSE NAME – ALLIED – II – COURSE – II : BUSINESS STATISTICS – II
S. No.  Course Outcome  Blooms Verb 
CO1  Understand the methods of studying trends and tendencies in data.  Remember to Apply 
CO2  Measure the trend and identify its type and construct seasonal indices  Remember to Evaluate 
CO3  Understand the methods of analyzing Time series  Analyze, Evaluate 
CO4  Construct weighted and unweighted index numbers  Analyze, Evaluate 
CO5  Analyze the optimum schedule and assignment schedule  Apply to Evaluate 