# Statistical methods and data analysis pdf

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Statistical methods involved in carrying out a study include planning, designing, collecting data, analysing, drawing meaningful interpretation and reporting of the research findings. The statistical analysis gives meaning to the meaningless numbers, thereby breathing life into a lifeless data. The results and inferences are precise only if proper statistical tests are used.

## Statistics

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Statistics is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. Populations can be diverse groups of people or objects such as "all people living in a country" or "every atom composing a crystal". Statistics deals with every aspect of data, including the planning of data collection in terms of the design of surveys and experiments. When census data cannot be collected, statisticians collect data by developing specific experiment designs and survey samples. Representative sampling assures that inferences and conclusions can reasonably extend from the sample to the population as a whole. An experimental study involves taking measurements of the system under study, manipulating the system, and then taking additional measurements using the same procedure to determine if the manipulation has modified the values of the measurements. In contrast, an observational study does not involve experimental manipulation.

## Statistical Methods for Data Analysis in Particle Physics

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The key is to sift through the overwhelming volume of data available to organizations and businesses and correctly interpret its implications. But to sort through all this information, you need the right statistical data analysis tools. We suggest starting your data analysis efforts with the following five fundamentals — and learn to avoid their pitfalls — before advancing to more sophisticated techniques. The mean is useful in determining the overall trend of a data set or providing a rapid snapshot of your data. Taken alone, the mean is a dangerous tool. In some data sets, the mean is also closely related to the mode and the median two other measurements near the average.

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## Methods of Data Analysis

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### Basic statistical tools in research and data analysis

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