
CHRIST (Deemed to University), Bangalore DEPARTMENT OF STATISTICS_AND _DATA_SCIENCE School of Sciences
Syllabus for MSc (Statistics) Academic Year (2024)

1 Semester - 2024 - Batch
Course Code	Course	Type	Hours Per Week	Credits	Marks
MST131	PROBABILITY THEORY	Core Courses	5	4	100
MST132	DISTRIBUTION THEORY	Core Courses	5	4	100
MST133	MATRIX THEORY AND LINEAR MODELS	Core Courses	5	4	100
MST171	DESIGN AND ANALYSIS OF SAMPLE SURVEYS USING R	Core Courses	7	4	100
MST172	PYTHON PROGRAMMING FOR STATISTICS	Core Courses	7	4	100
2 Semester - 2024 - Batch
Course Code	Course	Type	Hours Per Week	Credits	Marks
MST231	RESEARCH METHODOLOGY AND LATEX	Core Courses	3	2	50
MST232	STATISTICAL INFERENCE I	Core Courses	5	4	100
MST233	STOCHASTIC PROCESSES	Core Courses	5	4	100
MST271	APPLIED REGRESSION ANALYSIS	Core Courses	7	4	100
MST272A	PRINCIPLES OF DATA SCIENCE AND DATABASE TECHNIQUES	Discipline Specific Elective Courses	7	4	100
MST272B	BIOSTATISTICS	Discipline Specific Elective Courses	7	4	100
MST272C	OPTIMIZATION TECHNIQUES	Discipline Specific Elective Courses	7	4	100
3 Semester - 2024 - Batch
Course Code	Course	Type	Hours Per Week	Credits	Marks
MST331	STATISTICAL INFERENCE II	Core Courses	5	4	100
MST371	TIME SERIES ANALYSIS	Core Courses	7	4	100
MST372	STATISTICAL MACHINE LEARNING	Core Courses	7	4	100
MST373A	JAVA PROGRAMMING FOR DATA SCIENCE	Discipline Specific Elective Courses	5	3	100
MST373B	CLINICAL TRIALS	Discipline Specific Elective Courses	5	3	100
MST373C	RELIABILITY ENGINEERING	Discipline Specific Elective Courses	5	3	100
MST381	RESEARCH - PROBLEM IDENTIFICATION AND FORMULATION	Core Courses	3	1	50
4 Semester - 2023 - Batch
Course Code	Course	Type	Hours Per Week	Credits	Marks
MST431	SURVIVAL ANALYSIS	Core Courses	5	4	100
MST432	DESIGN AND ANALYSIS OF EXPERIMENTS	Core Courses	5	4	100
MST471	CATEGORICAL DATA ANALYSIS	Core Courses	5	3	100
MST472A	NEURAL NETWORKS AND DEEP LEARNING	Discipline Specific Elective Courses	7	4	100
MST472B	STATISTICAL GENETICS	Discipline Specific Elective Courses	7	4	100
MST472C	ACTUARIAL METHODS	Discipline Specific Elective Courses	7	4	100
MST481	RESEARCH MODELING	Core Courses	5	2	50
MST482	SEMINAR PRESENTATION	Core Courses	3	2	50
5 Semester - 2023 - Batch
Course Code	Course	Type	Hours Per Week	Credits	Marks
MST531	STATISTICAL QUALITY CONTROL	Core Courses	5	4	100
MST532	MULTIVARIATE ANALYSIS	Core Courses	5	4	100
MST571A	BIG DATA ANALYTICS	Discipline Specific Elective Courses	7	4	100
MST571B	DEMOGRAPHY AND VITAL STATISTICS	Discipline Specific Elective Courses	6	04	100
MST571C	RISK MODELLING	Discipline Specific Elective Courses	6	4	100
MST572A	BAYESIAN STATISTICS	Discipline Specific Elective Courses	7	4	100
MST572B	SPATIAL STATISTICS	Discipline Specific Elective Courses	7	4	100
MST572C	NON-PARAMETRIC INFERENCE	Discipline Specific Elective Courses	6	4	100
MST581	RESEARCH IMPLEMENTATION	Core Courses	6	3	100
6 Semester - 2023 - Batch
Course Code	Course	Type	Hours Per Week	Credits	Marks
MST681	INDUSTRY PROJECT	Core Courses	0	8	250
MST682	RESEARCH PUBLICATION	Core Courses	0	2	50

Students can choose their prefered course from the elective as per the direction by the department
In addition to this, students are expected to complete three multi disciplinary courses before the end of third Sememter (Not applicable for student of Engineering, Hotel Management, Education, LLB and all Post Graduate Programmes)

CHRIST (Deemed to University), Bangalore

DEPARTMENT OF STATISTICS_AND _DATA_SCIENCE

School of Sciences

Syllabus for MSc (Statistics) Academic Year (2024)

Syllabus for
MSc (Statistics)
Academic Year (2024)