Student’s t Table Generator

Tags

statistics, Mathematics, Student's t test

This is a new tool available now at

http://www.minerazzi.com/tools/student-t-table/generator.php

This tool allows you to easily generate a customized table of Student’s t-values.

That is done by iteratively calling (i.e., looping) the very same algorithm that we use for our t-values Calculator.

This tool comes handy when you don’t have statistical t-tables around or are working with p and t values, or degrees of freedom, not available from such tables. Avoid pausing a problem for annoying linear interpolation workarounds!

Meta-Analysis Miner

Tags

effect sizes, meta-analysis, minerazzi, miners, power analysis

This is a new miner available now at

http://www.minerazzi.com/meta-analysis/

Find resources relevant to meta-analysis, effect sizes, and power analysis with this Minerazzi miner.

Build curated collections on these subjects.

The miner includes Bing and Google RSS News channels powered by our SPP tool.

t-values Calculator for Student’s t Hypothesis Testing

Tags

Mathematics, statistical analysis, statistics, Student's t test, t-values

The t-values Calculator is a new Minerazzi tool, available now at

http://www.minerazzi.com/tools/t-values/calculator.php

The tool works by computing, through numerical approximation methods, the Inverse Cumulative Distribution Function or ICDF (also known as the Quantile Function, QF) of the Student’s t Distribution.

This new tool complements our p-values Calculator, described in

https://irthoughts.wordpress.com/2017/06/12/p-values-calculator-for-students-t-hypothesis-testing/

and available at

http://www.minerazzi.com/tools/p-values/calculator.php

The t-values calculator comes handy when you don’t have around statistical t-tables or want to t-testing at confidence levels and degrees of freedom not listed in such tables. In fact, with a small change to the script, we can build another tool for the generation of t-tables at any confidence level and degrees of freedom as specified by a user.

Both tools will eventually be used to provide a third tool: The t-p Transformation tool that, as the name suggests, transforms CDF (t-to-p) into ICDF (p-to-t) results and vice versa.

 

 

p-values Calculator for Student’s t Hypothesis Testing

Tags

hypothesis testing, Mathematics, statistical analysis, statistics, Student's t test, tools

The p-Values Calculator is a new Minerazzi tool that is available now at

http://www.minerazzi.com/tools/p-values/calculator.php

Submitting a Student’s t value and degrees of freedom returns a p-value. This is a great tool for Student’s t hypothesis testing.

The tool works by numerically approximating the CDF (Cumulative Distribution Function). This is the integral of the PDF (Probability Distribution Function) of the Student’s t Distribution. The theory behind these calculations along with valuable references are given in the tool’s page.

PS.

The reverse process, computing t from a p-value is possible by inverting the CDF to compute the Quantile Function (QF), also known as the inverse CDF. Our (soon to be released) t-p Transformations tool computes both the CDF (t-to-p) and QF (p-to-t).

Updating Several Miners

Tags

data miners, minerazzi, miners, Search

We have reindexed the following miners:

http://www.minerazzi.com/webspam
http://www.minerazzi.com/zika
http://www.minerazzi.com/usc
http://www.minerazzi.com/seominer
http://www.minerazzi.com/religions
http://www.minerazzi.com/shopper
http://www.minerazzi.com/rblogs
http://www.minerazzi.com/quantum

 

 

Memory Based Reasoning in AI

Tags

Algorithms, Data Mining, SVD, Vector Space Models, lsi, Mathematics, Singular Value Decomposition

This is a nice course on Memory Based Reasoning in AI taught by Dr. Deepak Khemani and Dr. Sutanu Chakraborti at the Department of Computer Science & Engineering, Indian Institute of Technology Madras, Chennai, India. See

http://aidblab.cse.iitm.ac.in/cs625/

Happy to see that the following readings from the course are based on two articles we published long time ago at Mi Islita.com, now a search engine site about Puerto Rico resources.

Reading #10
Vector Space Models
http://aidblab.cse.iitm.ac.in/cs625/10.VectorSpace-model.pdf

Reading #11
SVD-LSI
http://aidblab.cse.iitm.ac.in/cs625/11.SVD-LSI.pdf

Python Search Engine

Tags

Algorithms, Data Mining, Mathematics, open source, Python, R, Search, tutorials

Here is a python-based search engine with an implementation inspired on one of our papers at the old Mi Islita.com site, now a search engine on Puerto Rico.

http://nullege.com/codes/show/src@g@e@gensim-HEAD@gensim@test@test_miislita.py

This module replicates the miislita vector spaces from

"A Linear Algebra Approach to the Vector Space Model -- A Fast Track Tutorial"

by Dr. E. Garcia...

 

Great and positive accomplishment!

That tutorial is no longer at miislita.com, but was long ago moved to minerazzi.com. Find it here:

http://www.minerazzi.com/tutorials/term-vector-linear-algebra.pdf

For other resources do a search for python in our IR miner at

http://www.minerazzi.com/irc

For inquiries about that implementation, contact its author.

For other inquiries, applications, suggestions, drop me a line.

PS. Please note that Nullege.com itself is a search engine for finding python code. Here is a good example: http://nullege.com/codes/search/wx.calendar.CalendarCtrl

Updating the Public Databases Miner

Tags

Public Databases, Public Records, People Searches, Most Wanted, Government Databases

The Public Records Database miner  (PUBDBS) at

http://www.minerazzi.com/pubdbs/

has been updated and reindexed.

Search by states, gov agencies, or keywords.

Use it to build your own curated collection of public databases.

Find news relevant to public databases.

Acid-Base Systems Tool

Tags

chemical mining, chemistry, chemistry mining, chemistry tools

This is a new tool, available now at

http://www.minerazzi.com/tools/acid-base-systems/calculator.php

The tool replaces a previous one (removed from the web) where only simple acid-base solutions were considered.

The current one is not limited to the analysis of one solution or to acid-base titrations. Actually the tool also supports pH calculations of systems not undergoing titrations.

This is a great tool for real world applications like pH calculations from natural acid-base systems where a sample might consist of multiple acids mixed with several bases and/or their salts.

Examples of such systems are bio-samples (blood, saliva…) as well as geo-samples (sea and river water) and urban samples (sewage, wastewater,..).

This new tool is based on a general equation for acid-base systems that is solved using a residual analysis algorithm, avoiding the need for using inversion techniques, successive approximations, Newton-Raphson method, or the evaluation of derivatives or high-degree polynomials.

Updating Open Source Projects Miner

Tags

minerazzi, miners, open projects, open software, open source

The Open Source Projects (OSP) miner at

http://www.minerazzi.com/osp/

has been updated and reindexed. Additional records will be added soon.

The miner also features news results from Bing, Google, and other sites.

Use it to build your own curated collection of open software or to access latest news on open projects from around the world.