Statistics is both science and art explain

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statistics is both science and art explain

The Art of Statistics: How to Learn from Data by David Spiegelhalter

The definitive guide to statistical thinking
Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders.
In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive.
Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.
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Central limit theorem - Inferential statistics - Probability and Statistics - Khan Academy

Statistics is the discipline that concerns the collection, organization, displaying, 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.
David Spiegelhalter

Nature of Statistics – Science or Art?

There are many functions of statistics in different walks of life. Today, we will explore the nature of statistics — whether it is a science or art? We will also look at the scope and classification of statistics. What is the nature of statistics? Is it a science or an art?

Science refers to a systematized body of knowledge. Statistics is an art as well as a science, so it's important to use it as you would any other tool: you have to know what you want to get Statistics may thus be viewed both science and art.
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Nature of Statistics – Art

(7) IS STATISTICS A SCIENCE OR AN ART ? - DESCRIPTIVE and INFERENTIAL STATISTICS - { Ch. - 1 }

Science is a systematic body of knowledge which attempts to draw conclusions on the basis of systematic procedure. There is no room for vague judgment and caprices in the field of science. Art, on the other hand, refers to the skill of handing the actions so as to achieve the desired objective. It is concerned with the ways and means of performing a particular work. In the light of the above characteristics of Science and Art the subject of statistics can be regarded as both science and art on account of the following reasons:. In the light of the above characteristics of Science and Art the subject of statistics can be regarded as both science and art on account of the following reasons: It is a science for that: It is a systematic body of knowledge on certain methods and machinery.

Science refers to a systematized body of knowledge. It studies cause and effect relationship and attempts to make generalization in the form of science principles or laws. First, statistics are not magic! If your data are exceptional, the main results are often evident even without lots of massaging. Second, in astronomy systematic is often a major issue. An important principle is that hypotheses are tested in bundles.

3 thoughts on “The Art of Statistics: How to Learn from Data by David Spiegelhalter

  1. Statistics affects everybody and touches life at many points it is both science and art explain the statement with suitable example?

  2. Okay google how old is michael jordan massachusetts soldiers sailors and marines in the civil war

  3. It is a group of actions which solve a problem; It does not describe the facts but examines the merits According to Tippet, “Statistic is both a science and an art.

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