Vanguard Funds Pink Sheet Forecast - Polynomial Regression

VNGGFDelisted Etf  USD 58.10  0.00  0.00%   
The Polynomial Regression forecasted value of Vanguard Funds Public on the next trading day is expected to be 59.19 with a mean absolute deviation of 0.52 and the sum of the absolute errors of 22.90. Vanguard Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Vanguard Funds' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Vanguard Funds polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Vanguard Funds Public as well as the accuracy indicators are determined from the period prices.

Vanguard Funds Polynomial Regression Price Forecast For the 22nd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Vanguard Funds Public on the next trading day is expected to be 59.19 with a mean absolute deviation of 0.52, mean absolute percentage error of 0.55, and the sum of the absolute errors of 22.90.
Please note that although there have been many attempts to predict Vanguard Pink Sheet prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Vanguard Funds' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Vanguard Funds Pink Sheet Forecast Pattern

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Vanguard Funds pink sheet data series using in forecasting. Note that when a statistical model is used to represent Vanguard Funds pink sheet, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria86.2726
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5204
MAPEMean absolute percentage error0.0087
SAESum of the absolute errors22.8963
A single variable polynomial regression model attempts to put a curve through the Vanguard Funds historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Vanguard Funds

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Vanguard Funds Public. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
58.1058.1058.10
Details
Intrinsic
Valuation
LowRealHigh
53.8653.8663.91
Details
Bollinger
Band Projection (param)
LowMiddleHigh
58.9160.5362.15
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Vanguard Funds. Your research has to be compared to or analyzed against Vanguard Funds' peers to derive any actionable benefits. When done correctly, Vanguard Funds' competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Vanguard Funds Public.

Vanguard Funds Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Vanguard Funds pink sheet to make a market-neutral strategy. Peer analysis of Vanguard Funds could also be used in its relative valuation, which is a method of valuing Vanguard Funds by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Vanguard Funds Market Strength Events

Market strength indicators help investors to evaluate how Vanguard Funds pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Vanguard Funds shares will generate the highest return on investment. By undertsting and applying Vanguard Funds pink sheet market strength indicators, traders can identify Vanguard Funds Public entry and exit signals to maximize returns.

Vanguard Funds Risk Indicators

The analysis of Vanguard Funds' basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Vanguard Funds' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting vanguard pink sheet prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Currently Active Assets on Macroaxis

Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in price.
You can also try the Stock Screener module to find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook..

Other Consideration for investing in Vanguard Pink Sheet

If you are still planning to invest in Vanguard Funds Public check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Vanguard Funds' history and understand the potential risks before investing.
Instant Ratings
Determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance
My Watchlist Analysis
Analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like
Premium Stories
Follow Macroaxis premium stories from verified contributors across different equity types, categories and coverage scope