AMERICAN POTASH Stock Forecast - Polynomial Regression

2P3 Stock   0.09  0.01  7.18%   
The Polynomial Regression forecasted value of AMERICAN POTASH P on the next trading day is expected to be 0.1 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.47. AMERICAN Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of AMERICAN POTASH's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
AMERICAN POTASH polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for AMERICAN POTASH P as well as the accuracy indicators are determined from the period prices.

AMERICAN POTASH Polynomial Regression Price Forecast For the 27th of December

Given 90 days horizon, the Polynomial Regression forecasted value of AMERICAN POTASH P on the next trading day is expected to be 0.1 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.000082, and the sum of the absolute errors of 0.47.
Please note that although there have been many attempts to predict AMERICAN Stock 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 AMERICAN POTASH's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

AMERICAN POTASH Stock Forecast Pattern

AMERICAN POTASH Forecasted Value

In the context of forecasting AMERICAN POTASH's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. AMERICAN POTASH's downside and upside margins for the forecasting period are 0.0009 and 10.78, respectively. We have considered AMERICAN POTASH's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
0.09
0.0009
Downside
0.1
Expected Value
10.78
Upside

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 AMERICAN POTASH stock data series using in forecasting. Note that when a statistical model is used to represent AMERICAN POTASH stock, 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 Criteria108.7053
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0076
MAPEMean absolute percentage error0.067
SAESum of the absolute errors0.4651
A single variable polynomial regression model attempts to put a curve through the AMERICAN POTASH 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 AMERICAN POTASH

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AMERICAN POTASH P. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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
0.000.0910.76
Details
Intrinsic
Valuation
LowRealHigh
0.000.0910.76
Details

Other Forecasting Options for AMERICAN POTASH

For every potential investor in AMERICAN, whether a beginner or expert, AMERICAN POTASH's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. AMERICAN Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in AMERICAN. Basic forecasting techniques help filter out the noise by identifying AMERICAN POTASH's price trends.

AMERICAN POTASH 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 AMERICAN POTASH stock to make a market-neutral strategy. Peer analysis of AMERICAN POTASH could also be used in its relative valuation, which is a method of valuing AMERICAN POTASH by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

AMERICAN POTASH P Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of AMERICAN POTASH's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of AMERICAN POTASH's current price.

AMERICAN POTASH Market Strength Events

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

AMERICAN POTASH Risk Indicators

The analysis of AMERICAN POTASH's 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 AMERICAN POTASH's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting american stock 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

Other Information on Investing in AMERICAN Stock

AMERICAN POTASH financial ratios help investors to determine whether AMERICAN Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in AMERICAN with respect to the benefits of owning AMERICAN POTASH security.