Fundamentals of statistics / Diego M. Amid
By: Amid, Diego M [author].
Material type:
BookPublisher: Quezon City : Lorimar Publishing, [2005]Description: 222 pages : illustrations.Content type: text Media type: unmediated Carrier type: volumeISBN: 9716856539.Subject(s): Statistics -- Study and teaching (Higher) | Statistics -- Problems,exercises, etc | FilipinianaGenre/Form: This record has many physical items (52). Click here to view them all.
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Includes bibliographical references.
Meaning of statistics
Types of statistics : Descriptive statistics
Inferential statistics
Population versus sample
Basic terms
Types of variables : Quantitative variables
Qualitative or categorical variables
Scales of measurement
Summation notation
Frequency distribution
Class frequency
Class boundaries
Measures of central tendency : Arithmetic mean
Population mean
Sample mean
Weighted mean
Median
Mode
Arithmetic mean (grouped data)
Median (grouped data)
Mode (grouped data)
Measures of dispersion : Range
Variance and standard deviation
Coefficient of variation
Population parameter and a sample statistic
Variance and standard deviation for grouped data
Use of standard deviation
Measures of position
Percentiles and percentile rank
Box and whisker plot
Measures of skewness
Moments
Measures of kurtosis
Probability : Fundamental counting principle
Permutations
Definition: permutation
Combinations
Problems on counting using a number of techniques
Circular permutations
Probability distributions : Random variables and probability distributions
The binomial distribution
Binomial probabilities
The hypergeometric distribution
The poison distribution
Normal distribution
Applications of the normal distribution
Linear correlation : Correlation methods
Inferential statistics : Choice of Ho and Ha
Type and type II errors
Steps to be followed for testing a hypothesis
Test of hypothesis (a single population)
Test of hypothesis (two population)
Nonparametic statistics for ordinal data
Mann-Whitney u test
Wilcoxon matched-Paris signed rank test
Kruskal-wallis one-way analysis of variance
Permutations
Definition: permutation
Combinations
Problems on counting using a number of techniques
Circular permutations
Probability distributions : Random variables and probability distributions
The binomial distribution
Binomial probabilities
The hypergeometric distribution
The hypergeometric distribution
The poison distribution
The trinomial distribution
Normal distribution
Applications of the normal distribution
Linear correlation : Correlation methods
Inferential statistics : Choice of Ho and Ha
Type and type II errors
Steps to be followed for testing a hypothesis
Test of hypothesis (a single population)
Test of hypothesis (two population)
Mann-Whitney u test
Wilcoxon matched-Paris signed rank test
Kruskal-wallis one-way analysis of variance.
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