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PHP class to calculate data for control charts

$30-250 USD

In Progress
Posted over 8 years ago

$30-250 USD

Paid on delivery
We would like to get created a PHP class for the statistical management of an array of data to generate XmR control charts. We don't need any graphical work. Just the statistical calcualtions. Detailed information on how to do these kind of statistical calculations is available at [login to view URL]:_Basic_control_charts:_theory_and_construction,_sample_size,_x-bar,_r_charts,_s_charts. A simplified example in excel file is also attached. Take into account that some calculations in the excel file have been simplified. 1. Basic calculations based on the input array that the PHP class has to provide: - Central line - σ, 2σ and 3σ of the central line - Moving ranges - Average moving range - Upper range limit - Lower natural process limit - Upper natural process limit - Target lower limit - Target central line - Target upper limit 2. Interpret signals in the data - Detect outliers: A point outside the natural process limits indicates something unusual happened. - Detect Long runs: 8 consecutive points running on one side of the central line (or 10 in 12, or 12 in 14) - Detect Short runs: At least 3 out of 4 consecutive points closer to the control limit than to the central line. In general, these four rules have to be checked: - Any point falls beyond 3σ from the central line (this is represented by the upper and lower control limts). - Two out of three consecutive points fall beyond 2σ on the same side of the central line. - Four out of five consecutive points fall beyond 1σ on the same side of the central line. - Nine or more consecutive points fall on the same side of the central line. 3. Recalculation of central line and limit If there is a long run or a short run that continues up to 5 values, the central line and the natural process limits have to be recalculated.
Project ID: 9032531

About the project

9 proposals
Remote project
Active 8 yrs ago

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9 freelancers are bidding on average $248 USD for this job
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Greetings, This is GOPAL for STALLIONi, 1. The php class to handle the xmr chart values can be developed. 2. The points mentioned in the requirement such as a. Basic calculations based on the Input array. b. Interpreting the signals in the imported data set. c. Recalculation of the central line and limit. 3. Do you supply the actual or a full fledged sample data set that will be used in the calculations ? 4. In what format the data need to be read. That is if you provide or upload that in excel or csv format ? Approximate time to complete the project: 12 - 14 days. Thanks, Gopal
$526 USD in 12 days
4.8 (587 reviews)
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Hi I work towards providing reliable, relevant and robust IT solutions at most competitive prices to my customers. I ensure 100% customer satisfaction so lets start Thanks
$216 USD in 10 days
4.9 (454 reviews)
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Hi I have gone through the details of your project and we find it well within our capabilities. I offer a wide range of services, including Web design, PHP/MySQL web application development, Open sources like Joomla, Os-commerce,vBulletin , Zen cart-Drupal , android and IOS , I can create and deliver the project as per the information.I have skilled, expert programmers I'm very excited to assist you in making your Sites successful – please feel free to contact me directly to discuss this position further. Thanks
$201 USD in 7 days
4.7 (506 reviews)
8.3
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Dear Sir we are capable of performing the required task perfectly with accuracy, please let us know if you want to clarify in details.. if you want us to share our skill and previous work please initiate the chat by replying.. hope to hear you soon.. -- Thanks & Regards PROMITI
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About the client

Flag of SPAIN
Santiago de Compostela, Spain
5.0
276
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Member since Aug 6, 2003

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