Statistical Learning

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Questions related to Statistical Learning

In which fields the "Statistical Learning" can be applied ??

is it possible to use statistical learning to get results on thermodynamics, heat transfer, and fluid dynamics, ... etc,, some phenomenons are still complicated and without experiments, there is...

03 March 2016 6,572 5 View

Could anyone can help me to better understanding of the statistical values in simple way, If any reference, pls suggest me?

If any reference material please provide to me

02 February 2016 1,768 9 View

Is there any good reference concerning the VC dimension of general NP-complete problems ?

Regarding the problem of graph coloring, is there any good reference dialing with the VC dimension of the problem ? More generally: concerning NP-complete problems, is there any good reference...

01 January 2016 6,791 1 View

Do you have an example of a variance bias tradeoff?

In Galit Shmueli's "To Explain or Predict," https://www.researchgate.net/publication/48178170_To_Explain_or_to_Predict, on pages 5 and 6, there is a reference to Hastie, Tibshirani, and...

12 December 2015 2,593 5 View

Is there any good book or study materials on Applications of Pattern Recognition and Machine Learning in Hydrology and Water Resources Systems?

I am looking for the materials where applications of methods in statistical learning in hydrology is explained.

11 November 2015 3,093 3 View

Have Vladimir Vapnik ever met Leo Breiman?

Two giants of modern statistical learning - re-reading some old papers I have realised that they could have met in 1990s but I don't know if they did

09 September 2015 6,229 0 View

Open letter of Future of Life Institute of Life?

Stephen Hawking and a group of prominent group of scientists subscribe this open letter. Think about and if you are into accord, please subscribe too. Research Priorities for Robust and...

07 July 2015 5,484 0 View

Priority queue in R?

Is it possible to implement priority queue in R? how to implement?

04 April 2015 8,920 1 View

Can someone suggest filtering methods for hidden Markov models with large state space?

I was wondering if anyone has any good suggestions for solving the filtering problem when you have a hidden Markov model where the hidden chain x_k has a very large state space? By very large I...

03 March 2015 2,313 6 View

Has anyone used machine learning technique to find association rules?

How can machine learning or statistical learning techniques be used in association rule mining?

01 January 2015 3,146 6 View

Has anybody used statistical learning for pre-copy prediction ( or dirty page prediction) in virtual machine live memory migration?

The aim of probability predication is to predict pages to be dirtied in the next iteration by taking into account its previous history using probability table in virtual machine environment. Can...

12 December 2014 8,820 2 View

How do 6th grade students study and understand variation, more specifically the mean absolute deviation (MAD)?

I am interested in studying students reasoning while learning a measure of variation and how making connections to the measures of center can improve retention. How is variation, more specifically...

11 November 2014 5,543 2 View

How do 6th grade students study and understand variation, more specifically the mean absolute deviation (MAD)?

I am interested in studying students reasoning while learning a measure of variation and how making connections to the measures of center can improve retention. How is variation, more specifically...

01 November 2014 1,577 2 View

Who is familiar with multi-way partial least squares or Batch PLS?

How can I do Multi-way partial least squares or Batch PLS ??? I learned PLS, but i don't know Multi-way partial least squares or Batch PLS. Who can give me some information about it?

09 September 2014 2,478 0 View

Is there any research that implemented Bayesian statistics to actual linguistic data?

Bayesian statistics has been applied to a language change modeling (ex Niyogi & Berwick 1995, Griffiths & Kalish 2007 etc). I am looking, however, for any research that implemented...

08 August 2014 3,473 5 View

Where can I find the integral analogue of Cauchy-Binet identity?

I need a reference to the integral analogue of Cauchy-Binet identity, but I can not find such a reference. Could you please help me? Thank you in advance.

08 August 2014 9,179 13 View

How do I determine the number of minimum variables in a Bayesian net Problem?

In Bayesian net with variable x={x1,...,xn}. Each random variable has at most P parent and Q child. For a given variable such Xi we want to determine the minimum number of observed variables that...

05 May 2014 7,152 3 View

What is the suggested method to predict the effect of price change on sales when the price-change is happening for the first time?

Price-elasticity models do not fit here (since they need previous/historic data with price changes to 'learn' the effect). We have sales-data for different items (with no price-changes till now)....

04 April 2014 8,124 1 View

How can you reduce noise in K-mean clustering?

In K-mean clustering, every data point is being clustered. The data points which are supposed to be treated as noise are also considered in clusters. Is there any possible way to reduce such noise...

16 March 2014 3,013 6 View

Could anyone help me optimize the following subject problem in R code?

\begin{equation*} \quad min_{M,C_1,C_2}\frac{1}{N_T N_L} \sum_{\substack{ 1\le i \le N_T\\ j s.t. f_l(z_i,z_j)=1 m}}V(M,z_i,z_j)+\beta\|M\|_F^2 \end{equation*}...

03 March 2014 8,527 2 View

How can you reduce noise in K-mean clustering?

In K-mean clustering, every data point is being clustered. The data points which are supposed to be treated as noise are also considered in clusters. Is there any possible way to reduce such noise...

03 March 2014 7,755 7 View

Can someone suggest a classifier for non iid data with error bound?

I am looking for a classifier that will give us an error bound (expected performance) on test data. Also, we should not assume the data is independent and identically distributed) or features have...

21 February 2014 2,346 1 View

What should statistics professors teach first to young, new students?

When a total universe with media T is made of two groups with medias K1 and K2, and population fractions X and X2 respectively, it applies that total media, T = K1*X + K2*(1-X) [1] . This means...

02 February 2014 9,129 2 View

Which softaware can you suggest for a beginner in Bayesian analysis?

I'm not a statistician. Just an interested MD. So, please, suggest somethitng relatively understandable. WinBUGS, e.g., is out of question. It has to have GUI, not only a command line. I have...

02 February 2014 2,501 29 View

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