MVAR for PC Windows

MVAR for Windows

Business For all ages For all ages
1 Free
1 day ahead forecaster for stocks and cryptos; build and backtest your own models

Overview

Market Vector Auto Regression Helps you find and test your ideas of what might be "leading indicators" of particular stocks, ETFs, or crypto currencies. For one day ahead indicators only. Explore "The Machine" of the market, and backtest your ideas forthwith. For these types of simple models, if a backtest achieves 60%+ directional accuracy over a long period, it is considered fairly good. Our backtests have metrics which check how likely it is to achieve the model's level of accuracy by flipping coins for the same number of backtest days. For example, getting 6 out of 10 correct by flipping coins (60%) is much more likely than getting 60 out of 100 (also 60%) correct by flipping coins. You must look at % correct, and also how long you get this level of accuracy. The run length Plots give an idea if the model is getting better or worse over time. We don't even report out model Fit quality to avoid confusion, since Forecast quality is usually worse than Fit quality. Hence: Always backtest to estimate Forecast quality. The app models the (close-open) price direction (that is, today's price travel) of a given target stock as a function of prior days opening and closing prices of related stocks. Also works for ETFs if they are available in IEX historical data. Check out our newest features: low-contributor variable weed-out for K-nearest classifier models, to reduce overfitting and possibly improve forecast quality (searching as always for the most parsimonious model, "as simple as possible but no simpler..."), and the use of volatilities as candidate leading indicators. Some use cases: - You want to keep a position open for 1 trading day only. Models built with this app can give an estimate as to whether the stock/ETF will go up or down today. - You want to buy or sell a given stock/ETF for other reasons. Models built with this app can give an estimate whether Today is a good day to buy or sell, or whether you might want to wait until a later day to make a trade. Some thoughts on backtesting, to assist with judgement calls: http://www.quantstart.com/articles/Successful-Backtesting-of-Algorithmic-Trading-Strategies-Part-I From Wikipedia: "The only prior knowledge required is a list of variables which can be hypothesized to affect each other intertemporally." http://en.wikipedia.org/wiki/Vector_autoregression For example, one might think that the price change of General Motors today (GM) might depend on the recent prices of oil (USO is an oil ETF). This can be modeled using a tool such as this. Note that there may not be a predictive relationship for your chosen symbols. In this case, a model's backtest will be poor (low % correct) and the model is not useful for forecasting. In the case where a backtest yields reasonable results, the model may have some predictive power for 1 day ahead forecasts. Only price travel Direction is attempted to be modeled, not the actual price change in dollars. Quickstart: 1. enter symbol to forecast and candidate predictor symbols. 2. select Backtest or Forecast. 3. Press Run. Calculation results will appear in green window. Further details at http://diffent.com/MktVecAR.pdf Features: Up to 6 candidate predictor stocks/ETFs (including target). 3 model types generated for every forecast for comparison purposes: annealing classifier (slow or fast) linear least squares k-nearest classifier New model options for 2022: minimum absolute value regression with optional exponent on residual (fit errors) adjustable KNearest distance function 1 and 2 day data lags automatically generated [AR(2) type models] Up to 500 trading days of backtests. 1 day forward forecast. Model can be built/forecasted before market opens since "today's" open prices are not included in the model. Detailed log file of calculations. Calculations done on a server for battery conservation. Ability to Stop long calculations on the server.

Features

several model types including K Nearest Neighbor non linearautomatic feature selection (variable elimination)supports stocks & higher mkt cap cryptoextensive backtestingbuilt-in paper trade profit / loss estimateprofit/volatility ratios computed for paper trade system (Sharpe, Sortino, etc)user tunable modelsvarious quality metrics reported: run length of failed predictions and stats thereofvarious quality metrics reported: probability of getting your results randomlyzero-toleranced models for no-trade on days of indeterminate forecasts

What's new

Fix issue if user enters carriage return in a symbol field.

Additional Information

  • Developed by diffent.com
  • Version 2023.03.23
  • Requires

    Available on: PC, Surface Hub

    OS: Windows 10 version 17763.0 or higher

    Keyboard: Integrated Keyboard

    Mouse: Integrated Mouse

  • Published 2023-02-01
  • Size 4.22 MB
  • File Type appx/msix
  • Language
    English (United States)
  • Permissions

    Access your Internet connection

  • Microsoft Store ID 9n6rqgjp3n30

How to download and install MVAR from the Microsoft

To download and install MVAR for PC from Microsoft, here are two methods you can follow. 1 day ahead forecaster for stocks and cryptos; build and backtest your own models. You can access the app directly on the Microsoft Store.

Method 1: Download and Install via the Microsoft Store

This is the most straightforward and secure way to get MVAR.

Step 1: Open the Microsoft Store

  • Click the Start Menu (Windows logo) at the bottom-left corner of your screen.
  • Search for Microsoft Store in the search bar and open it.
  • Step 2: Search for MVAR

  • In the Microsoft Store, type MVAR into the search bar at the top and press Enter.
  • Select the app from the search results to open its detail page.
  • Step 3: Download and Install

  • Click the Get button (if the app is free) or Install to begin the download.
  • The app will automatically install after the download is complete.
  • Step 4: Access the App

  • Once installed, you can find MVAR in your Start Menu or Apps List.
  • Open the app and follow the on-screen instructions to use.
  • Method 2: Download from the Official Microsoft Website

    If you prefer downloading directly from the web, you can use the official Microsoft website.

    Step 1: Visit the MVAR Page

  • Open your browser and go to the MVAR page
  • Step 2: Download the App

  • Click the Get in Store app button on the webpage.
  • This will redirect you to the Microsoft Store app on your PC.
  • Step 3: Install MVAR

  • Follow the same steps as in Method 1 to download and install MVAR.
  • Step 4: Use MVAR

  • Launch MVAR from your Start Menu or Apps List.
  • Tips for a Smooth Installation

  • Ensure your PC is connected to the internet.
  • Keep your Windows operating system updated for the best performance.
  • Conclusion:

    Both methods ultimately utilize the Microsoft Store, ensuring the app's safety and reliability. Whether you prefer browsing within the Store or starting via the website, both approaches lead you to successfully download and install MVAR.
    MVAR for PC Windows

    MVAR for PC

    1 Free

    MVAR FAQs

    How to download and Install MVAR on Windows PC via the NWindows Store
    How to Search and Download MVAR for PC Windows?

    Old versions

    MVAR 2023.03.23

    EXE
    MSIX
    APPX
    32 bit
    64 bit
    2023-03-23

    MVAR for PC Windows

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