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What kind of data we are dealing with? Whether our data follow the normal distribution or not? What is the aim of the study?
3:14 14:59 Suggested clip CPD Webinar: Choosing the Right Statistical Test and Using the YouTubeStart of suggested client of suggested clip CPD Webinar: Choosing the Right Statistical Test and Using the
What is meant by a statistical test? A statistical test provides a mechanism for making quantitative decisions about a process or processes. The intent is to determine whether there is enough evidence to “reject” a conjecture or hypothesis about the process. The conjecture is called the null hypothesis.
Relationship questions with two categorical variables can be examined with a chi-square test. Typically, linear, ordinal, or multinomial regressions are the appropriate statistical analyses to use when the outcome variables are interval, ordinal, or categorical-level variables, respectively.
Choosing the Right Statistic. [01:19] What question type do you want to answer? [02:10] Overview of Common Statistical Analyses. [04:51] Identify & define your variables. [11:27] Draw a diagram of your design. [19:48] Determine need for parametric or non-parametric test. [26:36] Make the final decision. [31:32]
Three criteria are decisive for the selection of the statistical test, which are as follows: the number of variables, types of data/level of measurement (continuous, binary, categorical) and. The type of study design (paired or unpaired).
Two types of statistical methods are used in analyzing data: descriptive statistics and inferential statistics. Descriptive statistics are used to synopsize data from a sample exercising the mean or standard deviation. Inferential statistics are used when data is viewed as a subclass of a specific population.
Chi-squared test for nominal (categorical) data. The c2test is used to determine whether an association (or relationship) between 2 categorical variables in a sample is likely to reflect a real association between these 2 variables in the population.

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