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Bi

Analytics

forecasting

Statistics is commonly misunderstood, as it can be:

- descriptive statistics. As measurement very visiable and in the context trustworthy
- Mathematical statistical theory. As it is theorethical it is not visiable but trustworthy as it must be proved.
- Statistical prove of research assumptions. It is using the statistical theory but has introduced uncertaintity.
- The learning machines approach with models are using all kind of assumptions using some statistical procedures workin to results with a level of uncertainty.

A long historical backgound exists with:

- philosophic connection
- measuring the human environment
- predicting the unknown

Chapter Subjects |
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Learning Statistics |

Descriptive - Data |

At the glossary references to meaning of words are collected Analytics - mathematics

All references off abuse and (mis)intrepretation of statisics at the dedicates page: Abuse of statistics

All references off abuse and (mis)intrepretation of statisics at the dedicates page: Abuse of statistics

I´m working mostly on other pages at this moment (aug 2012).

Found this was subject to do as dedicated subject. Links and parapgraph´s will be moved to here.

For the most time this page will be a mesh-up. As soon I see the hit-ratio will grow I will do a clean-up.

handouts courses |
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Government |

public commercial |

public open private |

University handouts Analytics |

professionals |
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Sites , Consultants |

Consultants , tools |

links - samples - whitepapers |
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Big data analyses |

Correlation variable elimination |

Mining & Advanced Analytics |

All references off abuse and (mis)intrepretation of statisics at the dedicates page Abuse of statistics

wiki/Portal:Statistics |

ABS Australian Bureau of Statistics This page contains methodological research papers and information on time series and data quality. You can also find the standards and classifications used to collect, process, and present ABS data |

CBS Nederlands Centraal Bureau voor de Statistics Gevalideerde methoden The validation of methods. It is also offering some eduction. |

div898/handbook (nist engineering statistics) |

Guidance for Industry E9 Statistical Principles for Clinical Trials (fda 1998) |

To be expected some information to be found at every official governmental statistics site.

Statistical sites |
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statistics.com commercial provider and courses (American) |

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statcon.de Interesting is the are also have sellings lists of musch software. The lists are well organized. (German) |

Statistical sites |
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statsdirect (statistical help, product Excel based) |

electronic Statistics texbook StatSoft has freely provided the Electronic Statistics Textbook as a public service for more than 17 years now |

jstatsoft.org the Journal of Statistical Software publishes articles, book reviews, code snippets, and software reviews on the subject of statistical software and algorithms. |

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SAS classic stat , User guides. Containing introductions |

SAS advanced stat User guides. Mining Is interesting as relative new. Visual Analytics and Model management are even newer. |

Some free educational information is found.

stattrek |

davidmlane |

Tutorial Slides by Andrew Moore |

Machine Learning, Neural and Statistical Classification D. Michie, D.J. Spiegelhalter, C.C. Taylor (eds) |

datavis (Michael Friendly York University R SAS Courses) |

datavis (David C.Howell - University of Vermont retired 2002 (R SAS Spss samples) |

(free) |
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coursera.org |

edx.org |

udacity.com |

Blogs |
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Machine Learning, Big Data, Deep Learning, Data Mining, Statistics, Decision & Risk Analysis, Probability, Fuzzy Logic FAQ (wmbriggs) |

(commercial) |
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insofe.edu.in (india) Essential Predictive Analytic Techniques, 1 oct 2012 starting |

Statistical consultants |
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Elder Research Inc. |

andersonanalytics Odin text / nextgen market research tomhcanderson |

knowledge discovery &am data mining (kdd.org) |

statcon.de Consulting is an other part of this company (German). |

analyticbridge.com VincentGranville |

kdnuggets (Gregory Piatetsky-Shapiro) |

bileader Wayne Eckerson |

Michael Walker is also rosebt |

Wayne Eckerson also realted to TechTarget |

juliagroup |

navinture (Jonathan Wu, President) BI Dwh Mining |

aryng |

fractalanalytics , cause-or-effect (fractalanalytics blog 2013 jan) |

tools |
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rexeranalytics (poll 1319 dataminers 2011) |

tool comparison, elder research (outdated as 1998) |

The Popularity of Data Analysis Software r4stats (living 2012) Robert A. Muenchen |

suites (kdnuggets), tool usage (poll 2012 kdnuggets 798 voters). |

BNOSAC , is a Belgium consultancy network specialized in open source analytical intelligence. We gather a group of dedicated open source software engineers with a focus on data mining, business intelligence, statistical engineering and advanced artificial intelligence |

Blogs and other references |
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knowledge discovery & data mining (Barry Devlin) |

Big Data Hype (and Reality) (Gregory Piatetsky-Shapiro) |

Big Data Hype (and Reality) (Nigel Holmes , infographics guru ) |

Big Data Hype (and Reality) (by Rachel Schutt ) |

Cho Don Hwan - scoops (Blog references) |

bigglm on your big data set in open source R, it just works - similar as in SAS (Bnosoc) |

List of universities and school programs:

- list-of-kdnuggets-report-on-data-science-graduate-programs (analytic bridge feb 2013)

education is not for free. A price of $50.000 can be normal

Some blogs explaining chool programs:

- Machine Learning and the Jargons (PredictionIO apr 2013 Siman Chan)

- How to Buy data mining (DMreview 2008 Eric A. King)

home-BI BI analytics BI Tools Suppliers statistics analyses descriptive statistics data at work stat (ir)responsible stat educational

© 2012 J.A.Karman (21 apr 2012)