Download PROBABILITY AND STATISTICS DESCRIPTION This course

Survey
yes no Was this document useful for you?
   Thank you for your participation!

* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project

Document related concepts

Psychometrics wikipedia, lookup

Bootstrapping (statistics) wikipedia, lookup

Inductive probability wikipedia, lookup

Resampling (statistics) wikipedia, lookup

Statistical inference wikipedia, lookup

Foundations of statistics wikipedia, lookup

History of statistics wikipedia, lookup

Misuse of statistics wikipedia, lookup

Transcript
Prob/Stat
PROBABILITY AND STATISTICS
DESCRIPTION
This course involves the collection and analysis of statistical data as used in business,
industrial, social and scientific research. Topics include data collection, numerical
methods of analysis, statistical distributions, probability, principles of counting, linear
correlations and hypothesis testing. Some computer work may be included.
OUTLINE
1.
Probability
a.
sample space
b.
dependent and independent events
c.
addition and multiplication rules
d.
conditional probability
2.
Probability distributions
a.
mean and standard deviation
b.
binomial distribution
c.
Student-t
d.
Chi-square
3.
Descriptive statistics
a.
frequency distributions
b.
measures of central tendency
c.
measures of dispersion
d.
measures of position
e.
linear correlation and regression
4.
The normal distribution
a.
z-scores
5.
Sampling
a.
random sample
b.
stratified sample
c.
distribution of sample means
d.
Central Limit Theorem
6.
Inferential statistics
a.
hypothesis testing
b.
two error types
c.
estimation
i.
point and interval estimates
ii.
level of confidence
Prob/Stat
d.
e.
7.
inferences involving one population
inferences involving two populations
Optional topics
a.
correlation coefficient
COURSE OBJECTIVES
1.
2.
3.
4.
Introduce those ideas of probability necessary to the understanding of statistics.
Introduce the basic concepts of inferential and descriptive statistics.
Give the students an understanding of the uses of statistics in common
situations.
Give the students an ability to understand the use of statistical and probabilistical
language as used in magazines, journals and newspapers.
METHODS OF INSTRUCTION
1.
2.
3.
4.
5.
6.
7.
Reading of text and resource material.
Lectures.
Teacher directed small and large group instruction.
Homework assignments.
Cooperative learning groups.
Student projects.
Use of overhead projector and other audio-visual materials as appropriate.
METHODS OF EVALUATION
1.
2.
3.
4.
5.
Attendance in accordance with school policy.
Assessment of homework and class assignments.
Assessment of group labs and /or projects.
Results of tests and quizzes.
Results of departmental examinations.
INSTRUCTIONAL MATERIALS
1.
2.
3.
Textbook: Understandable Statistics, 7th Ed. , Brase, Brase, 2003
Supplementary material
Journal, magazine and newspaper articles.
Rev 2003