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Statistical classification of small dataset

€250-750 EUR

In Progress
Posted over 7 years ago

€250-750 EUR

Paid on delivery
I represent a small company working with investigation of mold in buildings. We have about 100 DNA samples of mold in different buildings, with information about prevalence of 20 sub-species of mound. Each of these samples have been marked with a label indicating the likelihood of hidden mold in the building, marked by categories ranging from A to F. A relative score based on the prevalence mold for the individual species in known. The task is to find a relation between the prevalence or score for the individual species and the overall score for a sample. The model should be both accurate and robust, since the model should work for many more samples. Over fitting of the data should therefore be avoided and random tests should have a good hit-rate. The project is not urgent, and delivery date of the project is therefore less important than price and accuracy of the model delivered.
Project ID: 12310547

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25 proposals
Remote project
Active 7 yrs ago

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25 freelancers are bidding on average €477 EUR for this job
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Hi I am a very experienced biostatistician and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, WEKA and excel tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
€750 EUR in 10 days
4.6 (140 reviews)
7.2
7.2
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I ain't an intermediate level freelancer, but i assure you i can provide you quality work. I hold a Bachelors degree in Statistics with strong background of Pure Statistics including a strong grip on statistical software including SPSS, Excel, Minitab, STATA, SAS, Mathematica, Statistica and Eviews. . Brilliant skills in Multivariate methods, Factor Analysis, Discriminant Analysis, Logistic Regression, Panel Data Analysis: Fixed Effect & Random Effect Models, ANOVA, Simple Linear Regression, Multiple Linear Regression, Non-Linear Models, Generalized Linear Models, Poisson Regression, Binary Data Analysis, Z-test, T-test, Chi-Square Test, F-test, Parametric Methods, Non Parametric Methods, Best Model Selection, Problems related to Probability, Sampling, Calculus, Economics, Mathematics and vice versa. I hope if you are going to hire me, I ain't going to disappoint you. Infact, i will try my best to provide you quality work beyond your expectations. . Looking forward for your kind response
€250 EUR in 3 days
4.7 (83 reviews)
6.0
6.0
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Hi, I've been working in the field of finance and statistical analysis for several years and would like to work on your project. I'm looking forward to hearing from you.
€370 EUR in 10 days
5.0 (14 reviews)
5.5
5.5
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I have professional experience in data analysis and data modeling with many high quality academic researches presented at international science workshop. I can use many data analysis tools such as stata, eview, spss, excel, python or matlab to optimize research model. I am sure that I am a perfect candidate for this job.
€250 EUR in 5 days
5.0 (5 reviews)
4.3
4.3
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A proposal has not yet been provided
€500 EUR in 4 days
4.9 (18 reviews)
4.3
4.3
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Hello! I've been going through this project description and the files you have attached for 2 days, and I'd like to bid on this for 2 weeks/360 or 30/day quotation. How do you wish to go ahead with the project, because one cannot, "I cannot" complete the whole task and attach it here as it is. If you wish, we could do a sample test that can assure you if you want to hire me, yes not a bunch of people here, for the job. About me: I'm a student and research person in machine learning lines so I take up projects that suits my current work. You can check out my previous works so that you realize I'm human, not a bot or superhuman, with both successful and unsuccessful projects, which is the case often in research implementations, and we can see how to solve your specific problem. I'm able to work on in after 4 days, so you can have ample time to test with some sample work or clear your doubts regarding the deliverables etc.I'd also like to discuss and re-confirm some of the requirements. Thanks!!
€360 EUR in 15 days
5.0 (5 reviews)
3.8
3.8
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am a Mathfin graduate from a top US university and have done such projects in academic and professional setting. I have fair amount of experience in econometrics and data science modeling in Python. I have implemented many macro-econometric models in python in financial setting. I am comfortable in the usual packages(pandas,numpy,scipy etc) and specific stat and machine learning packages like statsmodels, sklearn,tensorflow, theano etc. I can provide you some samples on request. I am really proficient in Python and R and can do these implementations with rigorous detail. Let me know more about the task, so that I can take a look
€694 EUR in 10 days
5.0 (1 review)
3.2
3.2
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I am an expert in statistics and data analytics. I have a PhD in physics and extensive experience in statistical analysis and predictive modeling. I mostly use R.
€600 EUR in 15 days
5.0 (2 reviews)
2.4
2.4
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Hello, I am an excel expert and into numbers to work on. Even you dont award me, can you give me a chance to work with those numbers. I am really good at statistics and love to find relations between concepts. Hope to work with you.
€500 EUR in 20 days
5.0 (2 reviews)
1.6
1.6
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o Biomedical scientist / Assistant Professor, M.Sc. Biochemistry o Educator (Univ. of Maryland) - taught US military personnel o Bioinformatics o Data mining of large datasets in the biomedical field and in commercial settings o Scientific and medical writing; research and editing work for technical writeups / thesis / dissertations o SPSS and R, Weka, Knime etc. - data analysis and visualization software
€750 EUR in 10 days
3.0 (1 review)
2.8
2.8
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I'm proficient, I understand what needs to be done, I will like to work on your project with my experience, I await your response as soon as possible. Thanks
€500 EUR in 0 day
4.4 (1 review)
1.0
1.0
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I will best classify your data as per your requirements. So contact back if you are willing to have a contract with me. I am a Chartered accountancy student with around three years of ongoing CA firm working experience till now.
€750 EUR in 10 days
0.0 (0 reviews)
0.0
0.0
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I would love the opportunity to help you with your project. My experience and expertise make me an excellent candidate to meet your needs.
€250 EUR in 10 days
0.0 (0 reviews)
0.0
0.0
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Hi, We are 3 statisticians, one of us worked in genomic projects at ISMETT (Centre of Transplantation, Palermo-Italy). In particular Veronica worked in Hippocrates Project for more than 1 year in collaboration with 3 biologists. She performed a gene expression analysis for the predictive diagnosis of heart rejection. She used different statistical methods, such as clustering on genes, creation of metagene, stepwise discriminant analysis, calculation of cross-validation misclassification rate to measure the accuracy of the classifier. You can view the poster and abstract published by Veronica concerning this topic on our profile. Moreover she performed statistical analysis on the cellular microRNAome in primary Sjögren’s syndrome in order to identify miRNAs significantly up-regulated and down-regulated able to distinguish control samples from those of patients with syndrome. We know R, STATA, SPSS and SAS statistical software. We have 10 years of experience in statistical analysis and much of our experience comes from several projects in biostatistics. We would love to have the opportunity to discuss your project with you. Thank you for your time and consideration. Kind Regards, Veronica VFS team
€444 EUR in 10 days
0.0 (0 reviews)
0.0
0.0
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I'm a PhD student at USP working with data science, I'm very interesting in this project, I think I could develop something very nice using classification techniques.
€450 EUR in 10 days
0.0 (0 reviews)
0.0
0.0
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Hi, My name is Christian Bailey. I've been working as a research assistant in a machine learning lab lately, so I think I have the right skills to help with your problem. I've already built a simple model using your data that scores at about 60% accuracy. I believe that with some additional work I can improve this number a bit, but the best gains will come with more data. I'd like to work with you and explore this problem further. Thanks, Christian Bailey
€400 EUR in 14 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of DENMARK
Copenhagen NV, Denmark
5.0
1
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Member since Dec 8, 2016

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