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- Descriptive statistics – Descriptive statistics is used to describe and summarize data in a meaningful way to make it more meaningful. However, descriptive statistics do not allow people to make conclusions beyond the analyzed data. In descriptive statistics, we cover topics such as;
- Sampling methods
- Variance and standard deviation
- Frequency distributions
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- Central limit theorem
- Confidence intervals
- Correlation & Regression –Correlation & regression are used to determine whether two numeric variables are related. Correlation is used to provide data on the direction and strength of the relationship between the variables. On the other hand, linear regression estimates the parameters in the equation that one can use to predict the values of one variable depended on the other. In correlation & regression, we cover topics such as;
- Linear regression
- Coordinate planes
- Hypothesis testing
- Probability –Probability is an essential branch of mathematics that describes how events are likely to occur. The probability of an event occurring is a number between 0 and 1. 0 Shows that there is no possibility of the event occurring, while 1 indicates certainty about the occurrence of the event. In probability, you will get help in all topics, including but not limited to;
- Poisson distributions
- Binomial distributions
- Standard deviation
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