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Statistical Analysis of Customer Dormancy

€30-250 EUR

Zavřený
Zveřejněno před více než 4 roky

€30-250 EUR

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I have a dataset of customers of a lending company. Each row in the dataset relates to can individual loan. I have combined the information into a matrix which shows the principal exposure for each customer per month. Each row relates to a different month and each column a different customer. I want to understand the relationship between numer of months dormant (zero exposure) and the probability of taking another loan. I am thinking something along the lines of: - Calcuating the number of dormang months between loans for each customer that goes dormant - Fitting a kernal density estimate to the distribution - Estimating the probability of each number of months This is likely not the most effective method. Please message me with suggestions of how to go about the project and I will be looking for someone to carry out the entire analysis. Thanks
IČ projektu: 21224639

O projektu

20 nabídky
Vzdálený projekt
Aktivní před 4 roky

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20 freelanceři nabízejí v průměru €158 EUR za tuto práci
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Dear client? I highly value professionalism and hold myself strictly accountable to represent my client’s work. I aim to form a long-term working relationship. For 3 years I’ve worked as a statistical analyst and so I am accustomed to working with different tasks related to SPSS and Excel. I have a deep passion for research and this guarantees you that all of my work is 100% original. I also ensure that I complete the work within the agreed time and a standardized rate. Please, consider my bid feel free to share more details about your project. Thank you.
€100 EUR v 3 dnech
4,9 (168 recenze)
6,8
6,8
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I'm an Engineer in Statistics and Applied Economics, i've got many skills and expertise that will allow me achieving perfectly all the projects and assignments because my priority is your satisfaction. I am a master of softwares like SPSS, SAS, STATA, R, Eviews, Minitab, MS excel I have advanced knowledges in: Econometrics: Panel Data, Pooled Data, cross-section Data, Probit, Logit, Multinomial Logit, scoring, Economics modeling, Tobit, Heckman.. ---Data Mining: Factor analysis, Principal Component Analysis, Regression (Simple, Multiple, logisitic, hierarchical, Poisson), PCA, PCA, Data Quality, Data Reliability, ANOVA, ANOM, ANCOVA, Clustering, Hierarchical Clustering and bayesian analysis. I'll provide you perfect reporting using MsWord. At the same time i can help you to do any statistics related Reports Presentations Homework Tutorials Questionnaires I have Five years of research experience. I will provide the best quality work available within minimum time .
€200 EUR v 3 dnech
4,9 (148 recenze)
6,6
6,6
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----------------------------------------------------------------------- HELLO! As an: - Bachelor of Applied Mathematics - Engineer in Statistics and Applied Economics - Microsoft Office Technician (Microsoft Graduate: MOS Diploma), - I have skills in programming language R, Python, Minitab, SPSS I am able, available and ready to do this kind of work in the best conditions, ---------------------------------------------------------------------------
€80 EUR v 3 dnech
4,8 (83 recenze)
5,7
5,7
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Having Masters in computer science and Mphill in statistics. I am a professional Data analyst. I already done more then 150 Statistical analysis projects in my career by using different tools like: R programming, SPSS, weka, Excel, stata, Eviews, python etc. So you are at right place, I will show you my previous work samples as well before strating the work. I will deliver you proper analysis with proper visualizations and can also deliver you analysis report with zero plagiarism.
€200 EUR v 1 dni
4,9 (45 recenze)
5,5
5,5
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Hi, I've been developping statistical models using R for several years and would like to work on your project. I assure you you will be impressed by the quality of my work as did every single client of mine. I'm looking forward to hearing from you.
€150 EUR v 3 dnech
5,0 (12 recenze)
5,4
5,4
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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
€120 EUR v 3 dnech
4,8 (28 recenze)
5,4
5,4
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HI "I want to understand the relationship between the number of months dormant (zero exposure) and the probability of taking another loan" Calculating the number of dormant months between loans for each customer that goes dormant I think this is the only step that sounds reasonable here I suggest a logistic regression model so you can know the probability of taking a new loan based on the month number I don't know if you have more info about the customer that can help you here maybe more data will lead to another approach
€100 EUR v 2 dnech
5,0 (37 recenze)
5,1
5,1
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I am an expert in predictive modeling, machine learning, artificial intelligence and optimization applied to business improvement and trading. I have a PhD in physics and extensive experience in developing predictive models, AI and algorithms for large and small companies globally. I have developed ML, AI, analytics and Optimization solutions for smart buildings management, truck logistics, supply chain optimization, real estate automatic pricing, hedge funds AI trading systems, and marketing optimization, among many other applications. I work with R and Python, SQL, mongoDB, Google Cloud, AWS, Tensorflow, Keras, Shiny, Azure. I have experience in deep learning, pattern recognition, reinforcement learning, heuristics, applied discrete event simulations, signal processing, trading models and business operations, chatbots, image recognition and NLP. I am fluent in English and have several years of experience in management consulting (process improvement, cost reduction, analytics). I am the co-founder of Smart Research Solutions, a two-person team of experts in finding and implementing cost efficient solutions to complex business problems covering all business units across all industries. Quote is just a placeholder. Due to my area of exertise I do not work for academic projects.
€250 EUR v 21 dnech
5,0 (5 recenze)
4,7
4,7
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Hi there, I can help you complete this project. It will be best of you can share the dataset with me so that I can understand the relationship between the data attributes. Please contact me on PM for details.
€200 EUR v 7 dnech
4,8 (13 recenze)
4,3
4,3
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Hi there By way of introduction... My background is in ecological research: using advanced numerical methods to address ecological problems. I received my PhD in 1998, and have worked as a biostatistician and ecologist at a range of universities and government institutes in Australia and California. As a statistician I have consulted widely for students, academics, and State and Federal research scientists and agencies. I have over 50 peer reviewed publications, and am an experienced reviewer for a range of journals. I'm new to this site, but I've done a lot of consulting privately and on another site. Onto the specifics... The problem you describe is probably dealt with by borrowing from both survival analysis and engineering approaches of determining 'time to failure'. Conceptually this models (in this case the probability of taking out a loan) as the dormancy time. The mechanics depends a little bit on how much data you have to play with. If you have a lot, we can get into a fair amount of detail. If data are sparse, then we have to use a suitable approximation - but the general philosophy holds. If you have other covariates (eg. age of lender, where they live etc) then we may be able to incorporate these into a model. I work primarily in R, but I'm very good at explaining the reasoning, methods, and results and I will provide publication-quality output. Please don't hesitate to contact me for a further chat
€250 EUR v 7 dnech
5,0 (2 recenze)
4,1
4,1
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Hey. I am a Engineer expert in Statistical Analysis. I have the proper skills to do your project effectively. I would suggest you a proper solution to statistically analyze this data. Waiting for your response. Thanks.
€222 EUR v 3 dnech
5,0 (3 recenze)
3,7
3,7
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Hello sir I have an engineering degree in statistical analysis and machine learning I have more than 9 years of professional experience working as quantitative analysis in the field of statistics I can help you My best regards
€30 EUR v 1 dni
4,6 (13 recenze)
3,6
3,6
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Hello, I have read your job description carefully and I am confident I can finish your job without fail. I have full experience in R and MATLAB and have expertise in statistical analysis and machine learning data processing projects. If you hire me, I will work to acheive a perfect result for my client. I take pride in completing challenging projects! Expert in JAVA, C, C++ , C# , and Python. Thanks
€140 EUR v 7 dnech
5,0 (2 recenze)
2,7
2,7
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Hi there, i have just noticed your request for assistance on your data analysis porject. I have readed your need for this project. For that, i resent you my proposal, as a graduated statician engineer, i m working right now as a data scientist, i have enought experience concerning machine learning algorithm and statistics tools. I ll be very glad to assist your project, so for that i ll be waiting your contact, so that we can take a,look on data and discus futher details. Thanks
€90 EUR v 1 dni
5,0 (1 recenze)
1,9
1,9
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I am a 6 years experienced statistician, I can assist ---------------------------------------------------------
€150 EUR v 7 dnech
4,8 (1 recenze)
1,2
1,2
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Hello, I am Palito greetings from Indonesia. I have read the project description, and seems that my interest and qualification highly fit to it. Thus, it will be great to assist you in this project.
€125 EUR v 5 dnech
0,0 (0 recenze)
0,0
0,0
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Math et statistic is my life i have diplome univercity in economitrie Relevant Skills and Experience I can say that your success is increasing with my job
€133 EUR v 3 dnech
0,0 (0 recenze)
0,0
0,0
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I believe I am best suited for this project since it aligns perfectly with my skill-set. I have a good mastery of the English language that is fundamental in creating communication lines with the prospective clients. I am young with the necessary work ethic and energy needed for such a role. I am self-motivated thus I need no follow-up to meet my deadlines while scheduling and planning my tasks before hand. I have worked in Barclays Bank Kenya, credit department which will prove useful in delivering your required result. Best regards
€210 EUR v 7 dnech
0,0 (0 recenze)
0,0
0,0

O klientovi

Pochází z IRELAND
Dublin, Ireland
0,0
0
Ověřená platební metoda
Členem od bře 7, 2019

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