population - collections of people, animals, objects, procedures, measurements, and events that fit in with the purpose of your study
sample - subset of population used to estimate characteristics of entire population
sampling - a crucial technique that involves selecting a subset of individuals from a larger population to participate in a study
probability sampling - methods where all subjects in the target population have equal chances to be selected in the sample
non-probability sampling - methods where the sample population is selected in a non-systematic process that does not guarantee equal chances for each subject in the target population
random sampling - method where every member of the population has an equal chance of being chosen as part of the sample
systematic sampling - members of your population are written in a list systematically with corresponding numbers
stratified sampling - divides the population into subgroups or strata based on certain criteria, then randomly selects participants within each stratum
cluster sampling - groups of people are sampled instead of individual people
convenience sampling - involves using respondents who are "convenient" to the researcher
purposive sampling - samples are determined by the researcher based on the purpose of the study
quota sampling - predetermined number of individuals from different categories is selected
snowball sampling - samples are selected based on the recommendation of other members in the sample
stem-and-leaf display - a method to organize data wherein the leading digits of the data are the stem values while the trailing digits are the leaf values
frequency - number of times an observation of a particular value appears in a data set
dataset - set or collection of data
frequency distribution - a table that shows how many times or how often an event occurs within a given set of data
grouped data - data that has been organized in classes after its analysis
class mark - it is the middle value that may serve as the representative of the interval
graph - a pictorial representation of statistical data. this is used to represent a set of data to make it easier to understand and easily interpret statistical information
bar graph - a representation that uses bars or rectangles that show the frequency of each category
line graph - an illustration that shows the association between the independent variable and the dependent variable
histogram - a graphical representation of data points organized into user-specified ranges
measures of central tendency - any measure representing the center of a set of data arranged in a decreasing or increasing order of magnitude
meanΣx/n
mean - commonly referred to as the average of all values
sigma - it is the 18th letter of the Greek alphabet and is equivalent to our letter 'S'
median - the middle value when the numbers are listed in ascending or descending order
median for odd number of scores = (n+1) / 2
median for even number of scores = (n+2) + (n+2) + 1
mode - most frequently occurring score
meanofgroupeddata = (Σfx) / n
in the given formula, Lmdn is the lower class boundary of the median class
in the given formula, fmdn is the classwidth or class size
in the given formula, <cfb is the cumulative frequency below the median class