Introductory Computer Programming: 2015-16

Course Information

• Instructor: Deepayan Sarkar <deepayan@isid.ac.in>
• Course notes

Syllabus

• Basics in Programming: flow-charts, logic in programming
• Common syntax
• Handling input/output files
• Sorting
• Iterative algorithms
• Simulations from statistical distributions
• Programming for statistical data analyses: regression, estimation, parametric tests

Projects

• QR and Cholesky decomposition: Soumya Kanti Bhattacharyya, Tathagata Saha
• Non-parametric regression: Arya Banerjee, Ambarish Chattopadhyay
• Robust regression: Aniket Bhattacharyya, Indrajit Ghosh
• Generalised linear models: Kalins Banerjee, Pratyay Sengupta

Code demos

• isprime.R
• isprime.py
• isprime.c
• choose.R
• permute.R
• insertion_sort.py
• merge_sort.py
• insertion_sort.c
• sort_r.cpp
• lm.R
• demo.Rnw
• robust.R
• cross-validation.R

Slides

• R Graphics

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Last updated: Tue Apr 5 2016