PJX Resources Stock Forecast - Polynomial Regression

PJX Stock  CAD 0.12  0.02  20.00%   
The Polynomial Regression forecasted value of PJX Resources on the next trading day is expected to be 0.11 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.31. PJX Stock Forecast is based on your current time horizon.
  
At this time, PJX Resources' Net Tangible Assets are fairly stable compared to the past year. Accounts Payable is likely to climb to about 93.9 K in 2024, whereas Other Current Liabilities is likely to drop slightly above 144.4 K in 2024.
PJX Resources polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for PJX Resources as well as the accuracy indicators are determined from the period prices.

PJX Resources Polynomial Regression Price Forecast For the 5th of December

Given 90 days horizon, the Polynomial Regression forecasted value of PJX Resources on the next trading day is expected to be 0.11 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.000043, and the sum of the absolute errors of 0.31.
Please note that although there have been many attempts to predict PJX 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 PJX Resources' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

PJX Resources Stock Forecast Pattern

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PJX Resources Forecasted Value

In the context of forecasting PJX Resources' 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. PJX Resources' downside and upside margins for the forecasting period are 0 and 7.36, respectively. We have considered PJX Resources' 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
0.12
0.11
Expected Value
7.36
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 PJX Resources stock data series using in forecasting. Note that when a statistical model is used to represent PJX Resources 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 Criteria108.0528
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0051
MAPEMean absolute percentage error0.0408
SAESum of the absolute errors0.313
A single variable polynomial regression model attempts to put a curve through the PJX Resources 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 PJX Resources

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PJX Resources. 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
0.010.117.36
Details
Intrinsic
Valuation
LowRealHigh
0.010.117.36
Details

Other Forecasting Options for PJX Resources

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

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

PJX Resources 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 PJX Resources' 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 PJX Resources' current price.

PJX Resources Market Strength Events

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

PJX Resources Risk Indicators

The analysis of PJX Resources' 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 PJX Resources' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pjx 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.

Thematic Opportunities

Explore Investment Opportunities

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Additional Tools for PJX Stock Analysis

When running PJX Resources' price analysis, check to measure PJX Resources' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy PJX Resources is operating at the current time. Most of PJX Resources' value examination focuses on studying past and present price action to predict the probability of PJX Resources' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move PJX Resources' price. Additionally, you may evaluate how the addition of PJX Resources to your portfolios can decrease your overall portfolio volatility.