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Statistics - Normalizing datasets to identify outliers

I am working with another freelancer developing a database of monitoring well sample results. I have approximately 50 locations (wells) and we routine sample each well for approximately 50 different parameters. This means I have approximately 2500 datasets. Each dataset currently consists of about 40 samples but each continues to grow every time new samples are collected, analyzed and added to the database. I am looking for someone who can help me develop programmable statistical testing such that we can normalize each set and be able to assess if any new sample is 'statistically different' from the set. I have created histograms for each dataset and most do not appear to be normally distributed. The entire process needs to be somewhat automated so I am envisioning some type of 'and..if' scenarios where we test to see if the dataset is normal, if not test for chi squared, if not test for log normal etc (Please understand my statistical skills are week so the examples listed may not be appropriate at all and are intended only to explain how I think we might proceed. I expect the successful freelancer will work with the freelancer I have already hired to develop these statistical tests in VBA programming

Kĩ năng: Khai thác dữ liệu, Ngôn ngữ lập trình R, Thống kê SPSS, Phân tích thống kê, Statistics

Xem nhiều hơn: build database creloaded, business process outsourcing problem using linear programming, working freelancer, technical writing, social media marketing, content writing, academic writing, health, medical, data mining, statistics, analytics, chemical engineering, spss statistics, medical writing, biology, r programming language, machine learning, biotechnology, nutrition

Về Bên Thuê:
( 1 Nhận xét ) Shediac River, Canada

ID dự án: #15865533

30 freelancer đang chào giá trung bình $578 cho công việc này


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Hi I have more than 10 years experience in machine learning and data mining and have used to deal with these problems (pre-processing including outliers detection) . could you please send me sample datesets to check, Thêm

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$555 CAD trong 10 ngày
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Hi, I am statistician, I can remove outliers with R studio or any other software I am also ready to have a face to face discussion so that you will be familiar with what I will help I am ready to have an intervie Thêm

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$555 CAD trong 1 ngày
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Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things

$526 CAD trong 10 ngày
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Hello, I am a statistical analytics with over 6 years of professional experience working with statistical analysis for clients of 2 major consulting firms. With over 50 projects completed in past 6 years using to Thêm

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Hello dear mate! I have done masters in Statistics and enrolled for PhD in Statistics from Middlesex University. I am a professional and senior freelancer and having years and years of experience in this field. I have Thêm

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I completed my master in Economics. In Econometric and Applied Time series Econometric, I studied different forecasting methods and apply on statistical tools like SPSS, E-views and STATA.

$450 CAD trong 2 ngày
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Greeting, I have understood your Statistics - Normalizing datasets to identify outliers task and can do it with your 100% satisfaction. Please ping me for more discussion. I have more than 5 years of experience Thêm

$1000 CAD trong 10 ngày
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$700 CAD trong 10 ngày
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$250 CAD trong 3 ngày
(7 Nhận xét)

Hi, I can develop several mechanisms to analyze your wells. I can highlight the outliers, but let me warn you outliers can be in both directions.

$555 CAD trong 10 ngày
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