You will get Time series forecasting and analysis
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Project details
I have published papers analyzing time series from spectral and other aspects and can provide the right time series analysis and forecast for your variable. I don't just drop stuff into a single Python script but work to understand your data and the likely best approach in order to give the best return on your investment.
It is important to understand how to create valid forecasts besides just using an algorithm, even a ML one. For example, to get a daily forecast 6 months out, it is poor process to use daily data and try to forecast that alone for 6 months, regardless of method. What is better is to use monthly data to forecast 6 months and then partition out the weekly and daily forecasts based on past proportion of monthly sales each week has or proportion of weekly sales each day has. This of course must be done accounting for trend and seasonality.
It is important to understand how to create valid forecasts besides just using an algorithm, even a ML one. For example, to get a daily forecast 6 months out, it is poor process to use daily data and try to forecast that alone for 6 months, regardless of method. What is better is to use monthly data to forecast 6 months and then partition out the weekly and daily forecasts based on past proportion of monthly sales each week has or proportion of weekly sales each day has. This of course must be done accounting for trend and seasonality.
Industry
Cryptocurrency & Blockchain, Data Analytics, Logistics & Supply Chain ManagementTarget Country
WorldwideWhat's included
| Service Tiers |
Starter
$100
|
Standard
$150
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Spreadsheet |
Frequently asked questions
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About Reginald
Supply Chain & Analytics Expert: Procurement, Tariffs, Forecasting
100%
Job Success
Bensalem, United States - 12:32 pm local time
I am a Certified Professional in Inventory Management (CPIM) as well as Certified in Transportation and Logistics (CTL). I am also the author of The Basic Guide to US Tariffs, sold on Amazon.
I can help with
1. HTS code and tariff analysis - analyzing the impact of tariffs on goods and also evaluating the impact of changing countries of origin for all or partial assembly of products. I am the author of The Basic Guide to US Tariffs on Amazon and was the point person for the US tariffs for a Fortune 500 company during the first Trump administration.
2. Procurement - RFQs, finding and vetting suppliers for all industries and commodity types including utilities such as electricity and natural gas
3. International Procurement Analysis - Landed cost modeling, impact of tariffs, supplier sourcing
4. Supply chain footprint design and consulting
5. Data time series analysis and forecasting - analyzing time series for key features including trends, periodic behavior, and more complex aspects such as long-term correlations. Forecasting time series using both historical data and exogenous variables. Knowledgeable of the key forecasting tools such as exponential smoothing, ARIMA, and various deep learning tools such as neural networks. I can also provide inventory management and ordering advice based on sales/orders data
I can analyze any time series, not just commercial data and advise on forecasting methodologies.
Steps for completing your project
After purchasing the project, send requirements so Reginald can start the project.
Delivery time starts when Reginald receives requirements from you.
Reginald works on your project following the steps below.
Revisions may occur after the delivery date.
Contact you and understand your requirements
Analyze the time series and create a report