Chapter 1 Flashcards
(20 cards)
Summary measure describing the characteristic of the sample that is computed using sample data
Statistic
Summary measure describing the characteristic of the sample that is computed using population data
parameter
Field of stat comprised of methods concerned with collecting, describing, and analyzing a set of data
Descriptive Statistics
Field of stat comprised of methods concerned with analysis of sample data leading to predictions or inferences about the population
Inferential Statistics
Process that can be repeated under similar conditions but whose outcome cannot be predicted with certainty beforehand
Random Experiment
Collection of all possible outcomes of a random experiment
sample space
Lists down all elements belonging to the set
roster method
states a rule that elements must satisify in order to belong in the set
rule method
TRUE OR FALSE
The sample space is unique
false, it is not
The representation depends on the characteristic of interest that will facilitate the assignment and computation of probabilities
subset of the sample space whose probability is defined
event
Two events are [blank] if both sets have no elements in common
mutually exclusive, pairwise disjoint
Properties of probability
nonnegativity (0<P(A)<1)
norming axiom (P(omega) = 1)
finite additivity (union of mutually exclusive events)
assigns probabilities before the experiment (equiprobable outcomes)
a priori/classical approach
assigns probabilities to events by repeating the experiment a large number of times
a posteriori/relative frequency
a function whose value is a real number determined by each sample point in the sample space
random variable
TRUE OR FALSE
Each outcome of the random variable must be mapped to exactly one real number
TRUE
TRUE OR FALSE
the CDF of a random variable X is not referred to as its distribution
FALSE
TRUE OR FALSE
The distribution of the random variable provides us complete information about the behavior of the random variable X
TRUE
what is the random variable in a binomial experiment?
number of times a success has occuered in a total of n trials
If X follows a normal distribution with myu and sigma squared. what are the percentages at 1, 2, 3 standard deviations away from the mean?
68, 95, 99