DEVI AHILYA VISHWAVIDYALAYA (DAVV), INDORE
Bachelor Of Computer Applications (BCA) (Full-Time)
Second-2nd-II Semester Curriculum/ Syllabus 2011-12 Academic Year Onwards
Second-2nd-II Semester Curriculum/ Syllabus 2011-12 Academic Year Onwards
Statistical Methods– II Syllabus
Statistical
Methods – II [BCA – 202] Syllabus /Course contents
Max. Marks : 50
Min. Marks : 17
UNIT- I
Estimation Theory : Unbiasedness, Consistency, efficiency and
sufficiency of estimations, Maximum likelihood estimates and their properties
(without proof), Cramer Rao Inequality and Minimum variance estimates.
UNIT- II
Testing of Hypotheses : Simple and composite hypothesis, error of
kind-I and kind – II, critical region, level of significance, size and power of
a test, Neymann Pearson’s fundamental lemma and its application( with Proof )
UNIT – III
Test of significance: Test of simple hypothesis, Beta, gamma
distributions and properties, Chi-square, T, F, Z distribution and test based
on them.
UNIT – IV
Non- parametric Test : Sign test, Median test, Wilcoxon’s run
test, Wilcoxon’s signed rank test. Contingency tables.
UNIT- V
Analysis of Variance : one –way & Two – way classification
with one observation per cell, basic designs of experiments : completely
randomized design, randomized block design & latin square design.
Text Book
- Mathematical Statistics by J. N. Kapoor & H.C. Saxena , S. Chand & co.
Reference Books:
- Fundamental of Statistics Vol. 1 M. Goon, B. Dasgupta, M.K. Gupta, The world press pvt. Ltd.
Objective: The objective of this course is to give
knowledge about advanced Statistics to the student.
Examination: The internal examination will carry 20% marks i.e. 10 marks. The
external examination will be of 80% marks i.e. 40 marks. The question paper
will contain questions equally distributed in all units. The balance of the
paper will be maintained by including appropriate
(numerical/objective/conceptual/analytical/theoretical) combination of
subsection in each question.
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