Paz Oil Stock Forecast - Simple Regression
PZOL Stock | ILS 36,180 80.00 0.22% |
The Simple Regression forecasted value of Paz Oil on the next trading day is expected to be 38,896 with a mean absolute deviation of 1,284 and the sum of the absolute errors of 78,322. Paz Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Paz Oil stock prices and determine the direction of Paz Oil's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Paz Oil's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Paz Oil to cross-verify your projections. Paz |
Most investors in Paz Oil cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Paz Oil's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Paz Oil's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through Paz Oil price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X. Paz Oil Simple Regression Price Forecast For the 24th of April
Given 90 days horizon, the Simple Regression forecasted value of Paz Oil on the next trading day is expected to be 38,896 with a mean absolute deviation of 1,284, mean absolute percentage error of 2,485,508, and the sum of the absolute errors of 78,322.Please note that although there have been many attempts to predict Paz 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 Paz Oil's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Paz Oil Stock Forecast Pattern
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Paz Oil Forecasted Value
In the context of forecasting Paz Oil'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. Paz Oil's downside and upside margins for the forecasting period are 38,894 and 38,898, respectively. We have considered Paz Oil'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Paz Oil stock data series using in forecasting. Note that when a statistical model is used to represent Paz Oil 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.AIC | Akaike Information Criteria | 132.8365 |
Bias | Arithmetic mean of the errors | None |
MAD | Mean absolute deviation | 1283.9682 |
MAPE | Mean absolute percentage error | 0.0381 |
SAE | Sum of the absolute errors | 78322.0615 |
Predictive Modules for Paz Oil
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Paz Oil. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Paz Oil's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Paz Oil
For every potential investor in Paz, whether a beginner or expert, Paz Oil's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Paz Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Paz. Basic forecasting techniques help filter out the noise by identifying Paz Oil's price trends.Paz Oil 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 Paz Oil stock to make a market-neutral strategy. Peer analysis of Paz Oil could also be used in its relative valuation, which is a method of valuing Paz Oil by comparing valuation metrics with similar companies.
Risk & Return | Correlation |
Paz Oil 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 Paz Oil'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 Paz Oil's current price.Cycle Indicators | ||
Math Operators | ||
Math Transform | ||
Momentum Indicators | ||
Overlap Studies | ||
Pattern Recognition | ||
Price Transform | ||
Statistic Functions | ||
Volatility Indicators | ||
Volume Indicators |
Paz Oil Market Strength Events
Market strength indicators help investors to evaluate how Paz Oil stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Paz Oil shares will generate the highest return on investment. By undertsting and applying Paz Oil stock market strength indicators, traders can identify Paz Oil entry and exit signals to maximize returns.
Accumulation Distribution | 0.0308 | |||
Daily Balance Of Power | 0.0708 | |||
Rate Of Daily Change | 1.0 | |||
Day Median Price | 36135.0 | |||
Day Typical Price | 36150.0 | |||
Market Facilitation Index | 1130.0 | |||
Price Action Indicator | 85.0 | |||
Period Momentum Indicator | 80.0 |
Paz Oil Risk Indicators
The analysis of Paz Oil'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 Paz Oil's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting paz 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.
Mean Deviation | 1.65 | |||
Semi Deviation | 1.25 | |||
Standard Deviation | 2.29 | |||
Variance | 5.25 | |||
Downside Variance | 1.98 | |||
Semi Variance | 1.57 | |||
Expected Short fall | (2.27) |
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Paz Oil in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Paz Oil's short interest history, or implied volatility extrapolated from Paz Oil options trading.
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Check out Historical Fundamental Analysis of Paz Oil to cross-verify your projections. You can also try the Equity Forecasting module to use basic forecasting models to generate price predictions and determine price momentum.
Complementary Tools for Paz Stock analysis
When running Paz Oil's price analysis, check to measure Paz Oil's 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 Paz Oil is operating at the current time. Most of Paz Oil's value examination focuses on studying past and present price action to predict the probability of Paz Oil's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Paz Oil's price. Additionally, you may evaluate how the addition of Paz Oil to your portfolios can decrease your overall portfolio volatility.
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