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 - 5 4 100
MST371 TIME SERIES ANALYSIS - 7 4 100
MST372 STATISTICAL MACHINE LEARNING - 7 4 100
MST373A JAVA PROGRAMMING FOR DATA SCIENCE - 5 3 100
MST373B CLINICAL TRIALS - 5 3 100
MST373C RELIABILITY ENGINEERING - 5 3 100
MST381 RESEARCH - PROBLEM IDENTIFICATION AND FORMULATION - 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 - 0 8 250
MST682 RESEARCH PUBLICATION - 0 2 50
    Note:
  • 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)