**Department of Statistics**

**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.

**Department of Statistics**

**Course Outcomes**

**Course Name : DESCRIPTIVE STATISTICS Course Code: 21UST01**

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Understand the scope and necessity of Statistics. | 1,2,3,4,5,6,7,8,9,10 | Remember, Understand |

CO2 | Tabulate and represent the data in diagrams and graphs. | 1,2,3,4,5,6,7,8,9,10 | Understand , Apply |

CO3 | Apply the formula and calculate descriptive measures of statistics. | 1,2,3,4,5,6,7,8,9,10 | Understand , Apply, Analyze |

CO4 | Analyze the nature of data and interpret the measures | 1,2,3,4,5,6,7,8,9,10 | Understand , Apply, Analyze |

CO5 | Analyze the data and predict the future values using curve fitting. | 1,2,3,4,5,6,7,8,9,10 | Analyze , Evaluate |

**Course Name : ****PROBABILITY THEORY**** Course Code: ****21UST02**

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Compute probabilities using classical, statistical and axiomatic approach. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply |

CO2 | Gain knowledge about conditional probability and applications of Baye’s theorem | 1,2,3,4,5,6,7,8,9,10 | Apply to Evaluate |

CO3 | Understand the concept of random variables and solve the problems in mathematical expectations | 1,2,3,4,5,6,7,8,9,10 | Analyze, Evaluate |

CO4 | Apply the concept of Chebychev’s inequality and solve the problems | 1,2,3,4,5,6,7,8,9,10 | Understand to Evaluate |

CO5 | Analyze the properties and applications of various probability functions and Weak law of Large Numbers | 1,2,3,4,5,6,7,8,9,10 | Remember to apply |

**Course Name : Distribution Theory Course Code: 21UST03**

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Derive the characteristics of discrete Univariate distributions. | 1,2,3,4,5,6,7,8,9,10 | Remember and Understand |

CO2 | Derive the characteristics of continuous Univariate distributions. | 1,2,3,4,5,6,7,8,9,10 | Remember and Understand |

CO3 | Derive Sampling distributions | 1,2,3,4,5,6,7,8,9,10 | Apply |

CO4 | Know how to apply the concept of order statistics | 1,2,3,4,5,6,7,8,9,10 | Analyze |

CO5 | Understand the need for truncated distributions. | 1,2,3,4,5,6,7,8,9,10 | Evaluate |

**Course Name: **Linear Programming and its Applications** Course Code: **21AST01

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Understand methods of solving linear programming problem | 1,2,3,4,5,6,7,8,9,10 | Remember, Understand |

CO2 | Know the concept and solution of Transportation problems | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO3 | Understand the concept and solving assignment | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO4 | Understand the concept and solving the problem of game theory | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO5 | Understand the network analysis | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

**Course Name: **Basics for Statistics** Course Code: **21USTS1

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Solve the problems using permutation and combination | 1,2,3,4,5,6,7,8,9,10 | Evaluate |

CO2 | Find the domain and range of a function | 1,2,3,4,5,6,7,8,9,10 | Apply & Understand |

CO3 | Solve the problems based on arithmetic and geometric progression | 1,2,3,4,5,6,7,8,9,10 | Remember & Evaluate |

CO4 | Identify the convergent and divergent sequences | 1,2,3,4,5,6,7,8,9,10 | Remember & Analyze |

CO5 | Execute whether a function is differentiable in an interval | 1,2,3,4,5,6,7,8,9,10 | Create, Apply & Evaluate |

**Course Name: **Statistics for Business Analysis-I** Course Code: **21USTN1

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Plan and execute a statistical survey | 1,2,3,4,5,6,7,8,9,10 | Understand & Remember |

CO2 | Frame the questionnaire and collect primary data and select a proper source of secondary data. | 1,2,3,4,5,6,7,8,9,10 | Understand, Remember & Apply |

CO3 | Evaluate the statistical constants with diagrams and graphs. | 1,2,3,4,5,6,7,8,9,10 | Understand, Analyze & Evaluate |

CO4 | Identify the appropriate measure of central tendency and dispersion for a particular situation. | 1,2,3,4,5,6,7,8,9,10 | Understand, Analyze & Evaluate |

CO5 | Interpret the problems based on measures of central tendency and measures of dispersion. | 1,2,3,4,5,6,7,8,9,10 | Analyze & Evaluate |

**Course Name: ****SAMPLING TECHNIQUES** ** Course Code: ****21UST04**** **

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Identify the plan and design a sample survey | 1,2,3,4,5,6,7,8,9,10 | Remember to Apply |

CO2 | Construct the principal steps in Sample survey and Preparation of questionnaire and schedule | 1,2,3,4,5,6,7,8,9,10 | Remember to Evaluate |

CO3 | Understand the principles of census and sample surveys and to become competent for conducting sample surveys. | 1,2,3,4,5,6,7,8,9,10 | Analyze, Evaluate |

CO4 | Estimate the population characteristics using the methods of simple random sampling, stratified random sampling and systematic sampling. | 1,2,3,4,5,6,7,8,9,10 | Understand to Evaluate |

CO5 | Analyze various sampling techniques and make interpretations for further studies. | 1,2,3,4,5,6,7,8,9,10 | Analyze, Evaluate |

**Course Name: **Decision Theory And Its Applications ** Course Code: **21AST02

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Take appropriate decisions using EMV, EOL and EVPI. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO2 | Find EOQ in various situations. | 1,2,3,4,5,6,7,8,9,10 | Apply, Evaluate |

CO3 | Quantify the characteristics of a queueing system. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO4 | Find the optimum replacement time of machines and optimum sequence of jobs. | 1,2,3,4,5,6,7,8,9,10 | Apply, Evaluate |

CO5 | Derive the relationship between the finite and infinite queue length models. | 1,2,3,4,5,6,7,8,9,10 | Apply, Analyze, Evaluate |

**Course Name: **Statistics for Business Analysis-II ** Course Code: ****21USTN2**** **

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Identify the components of time series and the method of measuring trend. | 1,2,3,4,5,6,7,8,9,10 | Remember, Understand |

CO2 | Construct, evaluate and interpret the index numbers. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Analyze |

CO3 | Evaluate the cost of living index and interpret. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO4 | Understand the demand analysis. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply |

CO5 | Understand the vital statistics and its importance in the civic society. | 1,2,3,4,5,6,7,8,9,10 | Remember, Understand, Apply |

**Course Name: ****Mathematical Statistics-I** ** Course Code: ****21ASTM1**** **

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Find the characteristics of a random variable from its probability distribution | 1,2,3,4,5,6,7,8,9,10 | Remember and Understand |

CO2 | Apply the results of standard distributions to real life problems. | 1,2,3,4,5,6,7,8,9,10 | Apply |

CO3 | Compute the intensity of relationship between any two variables. | 1,2,3,4,5,6,7,8,9,10 | Apply |

CO4 | Estimate the value of one variable when the value of a related variable is known | 1,2,3,4,5,6,7,8,9,10 | Evaluate |

CO5 | Fit statistical models for real time data | 1,2,3,4,5,6,7,8,9,10 | Evaluate |

**Course Name: ****Mathematical Statistics-II** ** Course Code: ****21ASTM2**** **

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Verify the properties of an estimator | 1,2,3,4,5,6,7,8,9,10 | Understand |

CO2 | Apply various methods of estimation | 1,2,3,4,5,6,7,8,9,10 | Understand and Apply |

CO3 | Understand the terminologies of the testing the hypothesis. | 1,2,3,4,5,6,7,8,9,10 | Analyze |

CO4 | Test the parameters based on large samples. | 1,2,3,4,5,6,7,8,9,10 | Evaluate |

CO5 | Test the parameters based on small samples. | 1,2,3,4,5,6,7,8,9,10 | Evaluate |

**Course Name: **Applied statistics – I ** Course Code: **21ASTG1

S.No. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Collect the data using proper tools. | 1,2,3,4,5,6,7,8,9,10 | Remember, Understand, Apply |

CO2 | Classify, tabulate and present the data in diagrams and graphs. | 1,2,3,4,5,6,7,8,9,10 | Apply, Analyze, Evaluate |

CO3 | Locate the statistical measures using graphs. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO4 | Describe the characteristics of data in terms of statistical constants. | 1,2,3,4,5,6,7,8,9,10 | Apply, Analyze |

CO5 | Fit a straight line and a second degree parabola. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

**Course Name: **Applied statistics – II ** Course Code: **21ASTG2** **

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Identify the components of time series and the method of measuring trend. | 1,2,3,4,5,6,7,8,9,10 | Remember, Understand, Apply |

CO2 | Apply the different measures of variations to forecast the data. | 1,2,3,4,5,6,7,8,9,10 | Apply, Analyze, Evaluate |

CO3 | Construct, evaluate and interpret the index numbers. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

CO4 | Know the criteria for good index numbers | 1,2,3,4,5,6,7,8,9,10 | Apply, Analyze |

CO5 | Evaluate the cost of living index and interpret. | 1,2,3,4,5,6,7,8,9,10 | Understand, Apply, Evaluate |

**Course Name: ****BUSINESS STATISTICS – I** ** Course Code: **21ASTC1** **

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Explain scope, limitations and data collections. | 1,2,3,4,5,6,7,8,9,10 | Remember to Apply |

CO2 | Understand the data in table and represent the data in diagrams and graphs. | 1,2,3,4,5,6,7,8,9,10 | Remember to Evaluate |

CO3 | Analyse the measures of central tendency and dispersion. | 1,2,3,4,5,6,7,8,9,10 | Analyze, Evaluate |

CO4 | Analyze and solve the LPP using graphical method. | 1,2,3,4,5,6,7,8,9,10 | Analyze to Create |

CO5 | Construct LPP Models for given circumstances. | 1,2,3,4,5,6,7,8,9,10 | Understand, Create |

**Course Name: ****BUSINESS STATISTICS -II** ** Course Code: **21ASTC2** **

S. NO. |
COURSE OUTCOME |
PSOs Addressed |
BLOOMS VERB |

CO1 | Understand the methods of studying trends and tendencies in data. | 1,2,3,4,5,6,7,8,9,10 | Remember to Apply |

CO2 | Measure the trend and identify its type and construct seasonal indices | 1,2,3,4,5,6,7,8,9,10 | Remember to Evaluate |

CO3 | Understand the methods of analyzing Time series | 1,2,3,4,5,6,7,8,9,10 | Analyze, Evaluate |

CO4 | Construct weighted and unweighted index numbers | 1,2,3,4,5,6,7,8,9,10 | Analyze, Evaluate |

CO5 | Analyze the optimum schedule and assignment schedule | 1,2,3,4,5,6,7,8,9,10 | Apply to Evaluate |