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Category: Statistics

Statistics

How does high variance affect hypothesis testing in linear regression?

By Kanda Data / Date May 27.2022

Will a high variance value affect the statistical test on linear regression? Many questions related to this topic were Kanda Data obtained. On this occasion, Kanda Data will discuss the impact of the variance value on hypothesis testing on linear regression.

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Statistics

How to Write and Test Statistical Hypotheses in Simple Linear Regression

By Kanda Data / Date May 06.2022

We need to develop hypotheses when conducting research. A hypothesis is a provisional assumption or statement of the research. The hypothesis needs to be proven, whether true or false, through the research process.

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Statistics

How to Reverse Natural Logarithm to Initial Data in Excel

By Kanda Data / Date May 03.2022

Researchers often use the natural logarithm form (Ln) transformation. In the previous article, I have written about How to Transform Data into Natural Logarithm (Ln) in Excel.

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Statistics

How to Transform Data into Natural Logarithm (Ln) in Excel

By Kanda Data / Date Apr 29.2022

You may have seen research data transformed into other forms in analyzing research data. The data transformation is determined by changing the measurement scale of the original data into another form.

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Statistics

Create Residual and Y Predicted in Excel

By Kanda Data / Date Apr 26.2022

Residual and predicted Y have an important role in linear regression analysis using the Ordinary Least Square (OLS) method. Several OLS linear regression method assumptions were conducted to test the residuals, including normally distributed residuals and constant residual variance.

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Statistics

Nominal, ordinal, interval, and ratio scales | Types of Data Measurement

By Kanda Data / Date Apr 05.2022

Types of data measurement scales are fundamental to understand well for researchers. Types of data measurement scales in statistics consist of nominal, ordinal, interval, and ratio scales. This article will discuss the different types of data measurement scales.

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Statistics

Why is Descriptive Statistical Analysis Important?

By Kanda Data / Date Feb 08.2022

When you are completing your final project as a student, you will usually find descriptive statistical analysis results in one of the chapters. It can be seen in a separate sub-chapter or part of one of the chapters written in the thesis. For example, sub-chapters have used descriptive statistical analysis in economics and agribusiness research. Therefore, I will choose this topic to discuss.

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Statistics

Hypothesis Test for Regression and Correlation Analysis

By Kanda Data / Date Dec 31.2021

Do you still remember the term hypothesis? The hypothesis is a temporary conclusion from the research results that will conduct. You can also state that the hypothesis is a preliminary answer from the research results based on our presumptions. In this article, I will discuss the Hypothesis Test for Regression and Correlation Analysis on this occasion.

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Categories

  • Article Publication
  • Assumptions of Linear Regression
  • Comparison Test
  • Correlation Test
  • Data Analysis in R
  • Econometrics
  • Excel Tutorial for Statistics
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  • Nonparametric Statistics
  • Profit Analysis
  • Regression Tutorial using Excel
  • Research Methodology
  • Simple Linear Regression
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