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How To Paraphrase Numerical Data. Paraphrasing helps writers to explain numerical data and statistical report with authentic references. Copying data would do no good to your assignment. Instead presenting information in your own words would prove authenticity.Summarizing data numerically In this next section we are going to learn how summarize data by calculating an estimate of the average value in a distribution and an estimate of how much the values in the distribution cluster around that average. Summarizing and presenting numerical data. Statistics and purpose of this article is to clearly present and explain correct usage of descriptive statistics for numerical data.

Scientific hypothesis and type of the study define variables that have to be measured producing data. Data types with corresponding scales of measurement determine. Numerical and Categorical Types of Data in Statistics.

Now lets focus on classifying the data. We can do this in two main ways based on its type and on its measurement levels. Lets start with the types of data we can have.

Categorical data describes categories or groups. You want to clarify a short passage from a text. You want to avoid overusing quotations.

You want to explain a point when exact wording isnt important. You want to explain the main points of a passage. You want to report numerical data or statistics preferred in APA papers Quoting.

In Summarizing Data Graphically and Numerically we focused on describing the distribution of a quantitative variable. To analyze the distribution of a quantitative variable we describe the overall pattern of the data shape center spread and any deviations from the pattern outliers. We use three types of graphs to analyze the distribution of a quantitative variable.

A paraphrase restates anothers idea or your own previously published idea in your own words. Paraphrasing allows you to summarize and synthesize information from one or more sources focus on significant information and compare and contrast relevant details. A Gentle Introduction to Summarizing Data.

In this tutorial we are going to define some common terms and concepts including the basic types or categories of data. Then well learn how to describe a dataset. By the end you will be prepared to take the concepts here and use them to summarize the polling station list in the next module.

Summarizing A paraphrase is a rewriting of a specific passage from someone else so it will be approximately the same length as the sources original quote. When you completely or partially describe the outcome of a more substantial part of the research it is called a summary. While an author should not manipulate a passage unnecessarily paraphrasing allows an author to leave out unrelated details that would have been part of a direct quote.

Communicate relevant statistics and numerical data. What is Numerical Data. Numerical data is a data type expressed in numbers rather than natural language description.

Sometimes called quantitative datanumerical data is always collected in number form. Numerical data differentiates itself with other number form data types with its ability to carry out arithmetic operations with these numbers. Numerical analysis involves the practical use of mathematical calculations.

Much like the Babylonian approximation of 2 which turned out to have tremendous practical applications modern numerical analysis does not seek exact answers because exact answers are often impossible to obtain in. The range gives only minimal information about the spread of the data by defining the two extremes. It says nothing about how the data are distributed between those two endpoints.

Two other related measures of dispersion the variance and the standard deviation provide a numerical summary of how much the data are scattered. About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy Safety How YouTube works Test new features Press Copyright Contact us Creators. Summarizing Numeric Data Using Filters.

The Summary option which is the default for numeric fields allows you to select records based on the aggregated value of a field. As sort fields change the information that displays in your filter refreshes. Handout 9 Summarizing Numerical and Categorical Data in SAS.

USING PROC MEANS The routine PROC MEANS can be used to obtain limited s ummaries for numerical variables eg the mean standard deviation etc. Consider the CourseEnrollmentstxt data set. This unit covers common measures of center like mean and median.

Well also learn to measure spread or variability with standard deviation and interquartile range and use these ideas to determine what data can be considered an outlier. Summarizing Data Presenting Data in Tables Graphs Basic Clinical Biostatistics 4e Dawson B Trapp RG. Dawson B Trapp RG.

Summarizing Numerical Data with Numbers Displaying Numerical Data in Tables Graphs Summarizing Nominal Ordinal Data with Numbers.

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