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some real numbers

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some real numbers | somerealnumbers.wordpress.com Reviews
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(by Andrew Worsley)
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5 the univariate case
6 relatively
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10 the multivariate case
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some real numbers | somerealnumbers.wordpress.com Reviews

https://somerealnumbers.wordpress.com

(by Andrew Worsley)

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1

Maximum-likelihood Fitting with R | some real numbers

https://somerealnumbers.wordpress.com/2015/07/06/maximum-likelihood-fitting-with-r

Maximum-likelihood Fitting with R. Maximum-likelihood Fitting with R. July 6, 2015. July 6, 2015. So you have gathered your data and now you want use maximum-likelihood estimation along with a selected distribution to fit a model. Here are two methods:. In R, you could define the log-likelihood and use R’s optim() to maximise this function with respect to the parameters. This gets you your maximum likelihood estimates which then enable you to fit a probability distribution to the data. Doing it in R:.

2

some real numbers | Page 2

https://somerealnumbers.wordpress.com/page/2

Working with Data Frames in Python and R. November 19, 2015. Data frame objects facilitate most data analysis exercises in both R and Python (perhaps with the exception of time series analysis, where the focus is on R. Objects). Data frames are a tidy and meaningful way to store data. This post will display exactly the same workflow in both languages. I will run though the Python code first, and you can find an equivalent R script presented at the end. Text Mining the NZ Road Network with R. A pair of Ka...

3

May | 2015 | some real numbers

https://somerealnumbers.wordpress.com/2015/05

Crosstab to Flat File in R with melt(). May 21, 2015. May 21, 2015. Most of the time when using R your data frames will be structured as a cross tabulation. This means each row corresponds to a single observation and each column corresponds to a single variable. For example, let us create a data frame consisting of height and weight data for 4 imaginary people in the form of a cross tab. Name weight height 1 Nick 72 180 2 Josh 85 162 3 James 62 170 4 Kelly 50 175. Name weight height 1 James 62 170 2 Josh...

4

Approaches to Extremes: Visualisation, Tests and The Local Outlier Factor | some real numbers

https://somerealnumbers.wordpress.com/2015/08/03/approches-to-extremes-visualisation-tests-and-the-local-outlier-factor

Approaches to Extremes: Visualisation, Tests and The Local Outlier Factor. Approaches to Extremes: Visualisation, Tests and The Local Outlier Factor. August 3, 2015. August 3, 2015. For most modelling exercises, extreme values pose a real problem. Whether these points are considered outliers* or influential points, it is good practice to identify, visualise and possibly exclude them for the sake of your model. Extreme values can really mess up your estimates and consequently your conclusions! The most ex...

5

Data Blending with R | some real numbers

https://somerealnumbers.wordpress.com/2015/06/20/data-blending-with-r

Data Blending with R. Data Blending with R. June 20, 2015. June 20, 2015. Many businesses have a decentralised data architecture whereby data is stored in multiple locations, often in different file formats. For example, financial data may be stored in a MySQL database while employee data may be stored in a series of excel files all sitting in different folders. Hamish been told to centralise this data and assess sales performance, this year versus last. The following code solves his problem. MS Excel - ...

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Working with Data Frames in Python and R | Data Hipsters

https://datahipsters.wordpress.com/2015/11/14/working-with-data-frames-in-python-and-r

Working with Data Frames in Python and R. November 14, 2015. Data frame objects facilitate most data analysis exercises in both R and Python (perhaps with the exception of time series analysis, where the focus is on R. Objects). Data frames are a tidy and meaningful way to store data. This post will display exactly the same workflow in both languages. I will run though the Python code first, and you can find an equivalent R script presented at the end. Create a Data Frame. Is your data frame and. Appendi...

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some real numbers

Approaches to Extremes: Visualisation, Tests and The Local Outlier Factor. August 3, 2015. August 3, 2015. For most modelling exercises, extreme values pose a real problem. Whether these points are considered outliers* or influential points, it is good practice to identify, visualise and possibly exclude them for the sake of your model. Extreme values can really mess up your estimates and consequently your conclusions! In the univariate case, the problem of extreme values is. There are also a number of s...

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