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Latest Blogs on Statistics
Our Blogs discuss the trending topics in statistics that students are taught in their university. We hope the blogs would unveil you some of the most in-depth concepts.
K-Nearest Neighbors (KNN) The k-nearest neighbor algorithm is an ml learning algorithm used for both classification and regression predictive problems. This blog explains how to use the algorithm in R. Introduction The k-nearest neighbors (KNN) algorithm is a simple, easy-to-enforce supervised...
Sociology: How Bullying in Schools Affects Students and Parents Bulling in schools can affect everything about a student from how they see themselves to interacting with others to being confident in their future. Those who are bullied often experience low self-esteem, depression, loneliness, shyne...
Understanding the Relationship between Sales Volume, Parcel Volume, and Distribution Chain The channels of distribution contribute greatly to the volume of sales obtained on various products and services. Depending on the nature of the product or service being distributed, a company can either use ...
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| Hypothesis testing | Hypothesis testing is a way used to test the results of a survey to see if you have the right or meaningful results. |
| Central limit theory | Central limit theorem notes that a sampling distribution of a sample means approaches a normal distribution as the sample size becomes bigger. This is not affected by the shape of the population distribution. |
| Sampling | Sampling is a method of selecting members from a population to make statistical inferences in order to have a conclusion of the population. Samples represent an entire population. Sampling methods include;
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| Univariate and Bivariate analysis | In univariate analysis, there is only one dependable variable. Its objective is deriving data, defining it, and summarizing it. On the other hand, multivariate analysis is needed when more than two variables need to be analyzed together. |
| Estimation | Estimation is the process where one makes inferences about a population drawn from information obtained from a sample. |
| Probability distribution | Probability distribution is a mathematical function that gives the probability of an occurrence or a possible outcome during an experiment. |
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ANOVA analysis
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T-test
The T-test is a statistical test conducted on categorical data to test for the equality of means in the two categories. Pretty straightforward, but in some cases, it could be challenging.
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