Faculty :
Mathematics and Natural
Sciences
Study Program : Mathematics Education
Course & Code : Elementary Statistics,
MAA 306
Credit Hours : Theory 2 credit, Practice 1 credit
Semester : II
Prerequisites
& Code :
None
Lecturer :
Kismiantini, M.Si.
I. COURSE DESCRIPTION
This course is designed for students who need an elementary knowledge of statistics.Concepts of statistics, variables and measurement scales are studied on the first meeting. The basic ideas of descriptive statistical methods are considered, including table and diagram, measures of central tendency, measures of variation, and measures of location. It is also permutation, combination and rules of probability, random variables together with well-known probability distributions such as Bernoulli, binomial, hypergeometric, Poisson, normal, t, chi-square, F distributions and sampling distribution. For making statistical inferences, it needs parameter estimation and hypothesis testing theory.
II. BASIC OF COMPETENCY
The students have ability to understand basic concepts of statistics, calculate ofmeasure of central tendency from data, measures of variation and measures of location from data, make frequency distribution, understand combinatorics, probability, discrete random variables and the distribution, continuous random variables, standard normal distribution, t distribution, F distribution, chi-square distribution, sampling theory and do parameter estimation and hypothesis testing.
III. ACTIVITIES PLAN
Meeting
|
Based Competency
|
Subject Matter
|
Activities
|
References
|
1
|
To explain based
concepts of statistics
|
Concepts of statistics,
variables and measurement scales
|
Discussion
& Exercises
|
A: 2-19
B: 1-9
|
2-5
|
To make a description
of data, and calculate mean, median, mode
|
Description of data : table
and diagram, sigma notation, measures of central tendency (mean, median, mode)
|
Discussion
& Exercises
|
A: 36-72
B: 41-116
|
6-9
|
To calculate standard
deviation , variance, quartile, decile, percentile
|
Measures of variation
(standard deviation, variance), measures of location (quartile, decile,
|
Discussion
& Exercises
|
A: 73-101
B: 117-145
|
percentile)
| ||||
10-12
|
To explain the basic of
principle of counting, permutation, combination and to learn probability
|
Combinatorial analysis
(the basic principle of counting, permutation, combination), probability, conditional probability, Bayes’s Rule
|
Discussion
& Exercises
|
A: 118-176
B: 181-243
|
13-15
|
To recognize and learn
probability distribution of discrete random variables
|
Probability distributions
of discrete random variables: Bernoulli, binomial, hypergeometric, and Poisson
|
Discussion
& Exercises
|
A: 180-217
B: 265-327
|
16
|
Test I
| |||
17-18
|
To explain some of
probability distribution of continuous variables
|
Probability distributions
of continuous variables: normal, t, chi-square, and F
|
Discussion
& Exercises
|
A: 224-248
B: 335-379
|
18-20
|
To explain sampling
distributions
|
Sampling distributions:
the sampling distribution of mean, proportion, variance, standard deviation, the difference of two means, the difference of two proportions, and the ratio of two variances
|
Discussion
& Exercises
|
A: 249-258
B: 403-430
|
21-25
|
To gain ability to make
statistical inferences using point estimation and interval estimation
|
Parameter estimation:
point estimation and interval estimation, confidence interval for
one mean, one proportion, one variance, two means, two proportion, two variances
|
Discussion
& Exercises
|
A: 296-359
A: 436-486
B: 437-725
|
26-31
|
To gain ability to make
statistical inferences using hypothesis testing
|
Hypothesis testing: about
one mean, one proportion, one variance, the difference of two means, the difference of two proportions, and the ratio of two variances
|
Discussion
& Exercises
|
A: 366-427
A: 436-486
B: 481-725
|
32
|
Test II
|
IV. REFERENCES
A. Compulsory textbooks
:
Triola, Mario F.
2004. Elementary
Statistics. New York: Addison-Wesley.
B.
Suggested reference books :
Weiss,
Neil A. 1995. Introductory
to Statistics. New York:
Addison-Wesley.
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