Questions tagged [statistics]

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War card game simulator

My teacher wants us to create a program that runs n games of war and calculates the average number of battles, wars and double wars that occurred. He has very specific rules (not necessarily the ...
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1answer
253 views

Check ordinary least squares calculation for correctness

I've written ordinary least squares fitting of market data for learning purposes, so performance is not an issue. I'd like a reviewer to look at correctness and programming flaws, if any, in the code:...
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204 views

Calculating the posterior distribution in multivariate Gaussian processes

Matlab profiler throws this horrible bottleneck which is called 700000 times: ...
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2answers
59 views

Calculating p-value for Welch's t-test

I am attempting to translate some of my Perl code to Ruby, from http://rosettacode.org/wiki/Welch%27s_t-test I am a very very beginner with Ruby, but I have verified that this is producing the ...
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Generate a large block diagonal covariance matrix with exponential decay

I am implementing Kalman filtering in R. Part of the problem involves generating a really huge error covariance block-diagonal matrix (dim: 18000 rows x 18000 columns = 324,000,000 entries). We denote ...
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1answer
304 views

Welford's online variance calculation algorithm for vectors

I'm developing a face recognizing application using the face_recognition Python library. The faces are encoded as 128-dimension floating-point vectors. In addition to this, each named known person ...
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1answer
55 views

Regularised regression code

I wrote some code to do regularised linear regression and it works, but I don't like the fact that I've had to double call the functions when plotting, nor the fact that I've sliced those calls to get ...
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1answer
49 views

Counts and average code

Using the columns 4 and 2 will create a report like the output file showed below. My code works fine but I believe it can be done shorter. I have a doubt in the part of the split: ...
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1answer
46 views

Query for stddev of number of stars per chatroom message

I am learning SQL today, so I decided to practice by writing some queries for The Nineteenth Byte Data Explorer. This is a PostgreSQL database about messages from The Nineteenth Byte chatroom, created ...
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2answers
69 views

A value set data structure for rapid statistics queries in Java

(See the next iteration.) This question is an elaboration of my question. Just like the previous implementation, all operations (except clear) run in exact or ...
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3answers
212 views

Calculating average stock prices using producer/consumer with async

Task: calculate average price for each stock, using input data, which consists of stock id (int) and its price (float). It's important to detect jumps in prices, therefore need to keep correct ...
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1answer
711 views

Order statistics without sorting in expected linear time in Java

Given an unsorted array of integers \$A\$, the \$i\$th order statistic of \$A\$ is the \$i\$th smallest element of \$A\$. For example, \$0\$th order statistics of \$A\$ is the minimum of \$A\$; \$(|A| ...
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Read in file, and then compute class mean, median, max, min, class averages & update file

The application is designed to read in class results of individual students from a single text file, and then manipulate the data to give information such as class mean, median, max, min, individual ...
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1answer
3k views

Compute the mean, variance and standard deviation of all pairs, triplets and sets of four

My code sample for finding the mean for the case of pairs is: ...
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1answer
46 views

Matrix to calculate effects using delta method

I have written some code to calculate effects using the Delta method. I have a dataframe dpcp with variables x1, ...
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1answer
414 views

Optimize matlab triple for loop

I have a large matrix samples, I want to make another matrix sampleProb which is the same size, but modified as below: ...
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1answer
5k views

Computing average grades for students in a class

I wrote up a simple averages calculator for student grades, based on this daily programming challenge. First, the script asks for the file name for the text file containing the student names and ...
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1answer
31 views

Statistical function which computes the average work time in different months

It's a task from a Ruby-course, in which I'm currently enrolled: Ruby Course - Page Precisely it's one of the assignments for the first week. Following idea: Your are given a list in which finished ...
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1answer
62 views

Manual Regression Tree using Python

I wrote a code to create a regression tree for a synthetic train data of size Np. The idea is, first I have the source node (which consists of all set of points) ...
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1answer
91 views

Incrementing time in a discrete-event simulation of a supermarket queue

A method has been written that increments time in minutes that simulates how much time it takes to process item in a supermarket queue and if there is an empty queue, skip it and loops around to find ...
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1answer
79 views

Application to monitor device power levels for deviations

I have a high performance, computation intensive application that runs on a Centos 7 machine with Python 2.7.5. I'll try to explain what the application does: The application runs an infinite loop, ...
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1answer
76 views

dplyr — tidyverse, pipes, correlation, same variable across time “a” “b”

Have a look at this dataset. The"a" and "b" are used to make possible differentiate when the same variable was measured. In this case X1a and X1b access the same variable, but "a" was (suppose..) in ...
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1answer
48 views

Grade of Service Probability Function Python

Consider the following typical probability scenario: I defined this function to handle that scenario, I'm curious if Python has a more efficient method to handle this, or if this is the best way: <...
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1answer
609 views

Simulation study in R with two variables and 10000 iterations

The generic version of what I am trying to do is to conduct a simulation study where I manipulate a few variables to see how that impacts a result. I'm having some speed issues with R. The latest ...
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1answer
8k views

Create quantile slices from dataframe columns

I have the following, working code: ...
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1answer
60 views

A C stack with minimum and maximum values

I have this C stack implementation that knows its minimum and maximum values: minmax_stack.h ...
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1answer
1k views

Method to return statistics from a collection with O(1) time and space

I have a DelayQueue, and the goal is to collect statistical information from the collection in O(1) time and space from ...
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1answer
40 views

A value set data structure for rapid statistics queries in Java - follow-up

(See the previous iteration.) Now all operations of the data structure work in exact constant time, yet it came with the price: the state of this set maybe non-sensical. A user may end up with the ...
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1answer
403 views

Parzen Window Density Estimation in C#

Is my implementation correct (it is matching this result)? How can I improve this code? ...
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1answer
49 views

Distributed (asynchronous) averaging

This code simulates a distributed averaging protocol. There is a network of nodes, and at the clicks of a Poisson process: A random node wakes up Transmits it's current average to all the nodes it is ...
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2answers
275 views

Standard deviation of hourly temperatures of 2 days

It seems that when I program in Lisp my brain goes on auto pilot and I end up solving the problem somehow. I don't even think I just do and it works out. That said, this is some horrible Lisp code ...
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1answer
639 views

Calculate AB significance with Control and Treatment Objects

I am working on an AB tool in JavaScript using the following: Calculate the Conversion rate based on the conversions divided by the hits. Calculate the Z Score by passing in the control and treatment ...
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1answer
127 views

Compute logistic regression on tweet objects

Is my approach good to naming variables and exception handling? I would like to make this code more robust and maintainable. I need advice on exception handling, var naming and comments. ...
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1answer
161 views

How to reduce runtime of gene data processing program?

This program takes a huge data set as input, processes it, calculates and then writes the output to an array. Most calculations may be quite simple, such as summation. In the input file, there are ...
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0answers
38 views

Using python to estimate the range of unstructured data

I have unstructured input-output data, f=f(x). I want to estimate the range of f as a function of x, given limited sampled. So, I tried to discretize the data use small bins in x to estimate the ...
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0answers
71 views

Bias-corrected percentile Bootstrapping Optimization

I have never posted to this forum, but was referred here. I need some help printing key iterations as well as optimizing my code for run time. If someone had some time to help/explain how to correct ...
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24 views

Simple data analysis for forecasting

This Python script extracts data from txt files containing raw numerical data, notably the increase average, the relative evolution and the standard deviation of ...
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0answers
60 views

Simple linear regression of two variables

This is the code I built to implement a simple linear regression to check the impact of variable A on B. I am not interested in predicting that's why the statistical approach is important for me to ...
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0answers
77 views

Regression on Pandas DataFrame

I am working on the following assignment and I am a bit lost: Build a regression model that will predict the rating score of each product based on attributes which correspond to some very common ...
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1answer
103 views

Rolling mean lag function for multiple variables

Thanks to @josliber's help (Rolling mean lag function), I was able to speed up a rolling mean function for different groups and rollmean lengths. Now I'd like to add to this function the ability to ...
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0answers
440 views

A Simple K-Means Cluster Analyzer v0.2

This code is a revision of a previous post and works well. This my first attempt at creating a robust, computationally lean K-Means Cluster analyzer. I first saw this algorithm in an intermediate ...
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0answers
103 views

Module for statistics [closed]

Here is my module for statistics: ...
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0answers
96 views

Getting the math right for a Hidden Markov Model in Java

In an effort to learn and use hidden markov models, I am writing my own code to implement them. I am using this wiki article to help with my work. I do not wish to resort to pre-written libraries, ...
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3answers
132 views

Average of multiple vectors with different length

I have several profiles that are in form of mappings (id,value) and I need to find average between that profiles (values). The issue is that not all profile consist ...
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0answers
46 views

MCMC Metropolis Hastings for German Tank Puzzle

I have implemented the following MCMC algorithm for the german tank puzzle found here I just want to make sure everything is legit and that I am not getting the right answer by chance. ...
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0answers
89 views

Survey adjusted contingency table with Taylor Series linearization

I am an R programmer who is learning C++/Rcpp. I wrote some code to recreate survey adjusted contingency tables a la SAS's surveyfreq procedure using Taylor Series linearization to generate standard ...
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2answers
2k views

Standard deviation in one pass in C++

(See the next iteration.) I have this template function for computing standard deviation in one pass over the data. The underlying math is here. coderodde_sd.h: ...
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3answers
517 views

General Java class to find mode

I am trying to make general class to find mode. I am looking for some general feedback on how I can improve the structure and efficiency of my code. ...
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2answers
1k views

Play With Numbers Programming Challenge (mean value of subarrays)

I'm trying to solve this Play With Numbers. I have passed the test cases but, I kept getting time limit exceeded. Can someone help me improve its performance in order to pass the time limit, please? ...
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2answers
3k views

Calculate median and quartile in C without sorting the array

Here's a piece of working code wrote in C to calculate the median without putting all values in an array and sorting them. It reads values from a file. ...

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