Arko Corp Stock Forecast - Simple Regression
| ARKO Stock | USD 4.48 0.22 4.68% |
The Simple Regression forecasted value of Arko Corp on the next trading day is expected to be 4.58 with a mean absolute deviation of 0.32 and the sum of the absolute errors of 19.30. Arko Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Arko Corp stock prices and determine the direction of Arko Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Arko Corp's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Arko Corp to cross-verify your projections. Arko |
Most investors in Arko Corp 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 Arko Corp's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Arko Corp'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 Arko Corp 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. Arko Corp Simple Regression Price Forecast For the 18th of April 2024
Given 90 days horizon, the Simple Regression forecasted value of Arko Corp on the next trading day is expected to be 4.58 with a mean absolute deviation of 0.32, mean absolute percentage error of 0.17, and the sum of the absolute errors of 19.30.Please note that although there have been many attempts to predict Arko 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 Arko Corp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Arko Corp Stock Forecast Pattern
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Arko Corp Forecasted Value
In the context of forecasting Arko Corp'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. Arko Corp's downside and upside margins for the forecasting period are 1.52 and 7.65, respectively. We have considered Arko Corp'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 Arko Corp stock data series using in forecasting. Note that when a statistical model is used to represent Arko Corp 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 | 116.3611 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3163 |
| MAPE | Mean absolute percentage error | 0.0446 |
| SAE | Sum of the absolute errors | 19.2951 |
Predictive Modules for Arko Corp
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Arko Corp. 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 Arko Corp'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 Arko Corp
For every potential investor in Arko, whether a beginner or expert, Arko Corp's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Arko Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Arko. Basic forecasting techniques help filter out the noise by identifying Arko Corp's price trends.Arko Corp 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 Arko Corp stock to make a market-neutral strategy. Peer analysis of Arko Corp could also be used in its relative valuation, which is a method of valuing Arko Corp by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Arko Corp 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 Arko Corp'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 Arko Corp's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Arko Corp Market Strength Events
Market strength indicators help investors to evaluate how Arko Corp stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Arko Corp shares will generate the highest return on investment. By undertsting and applying Arko Corp stock market strength indicators, traders can identify Arko Corp entry and exit signals to maximize returns.
| Accumulation Distribution | 19063.64 | |||
| Daily Balance Of Power | (0.67) | |||
| Rate Of Daily Change | 0.95 | |||
| Day Median Price | 4.64 | |||
| Day Typical Price | 4.59 | |||
| Price Action Indicator | (0.27) | |||
| Period Momentum Indicator | (0.22) |
Arko Corp Risk Indicators
The analysis of Arko Corp'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 Arko Corp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting arko 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 | 2.12 | |||
| Standard Deviation | 3.06 | |||
| Variance | 9.38 |
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 Arko Corp 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, Arko Corp's short interest history, or implied volatility extrapolated from Arko Corp options trading.
Check out Historical Fundamental Analysis of Arko Corp to cross-verify your projections. To learn how to invest in Arko Stock, please use our How to Invest in Arko Corp guide.You can also try the Sign In To Macroaxis module to sign in to explore Macroaxis' wealth optimization platform and fintech modules.
Complementary Tools for Arko Stock analysis
When running Arko Corp's price analysis, check to measure Arko Corp'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 Arko Corp is operating at the current time. Most of Arko Corp's value examination focuses on studying past and present price action to predict the probability of Arko Corp's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Arko Corp's price. Additionally, you may evaluate how the addition of Arko Corp to your portfolios can decrease your overall portfolio volatility.
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Is Arko Corp's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Arko Corp. If investors know Arko will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Arko Corp listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Arko Corp is measured differently than its book value, which is the value of Arko that is recorded on the company's balance sheet. Investors also form their own opinion of Arko Corp's value that differs from its market value or its book value, called intrinsic value, which is Arko Corp's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Arko Corp's market value can be influenced by many factors that don't directly affect Arko Corp's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Arko Corp's value and its price as these two are different measures arrived at by different means. Investors typically determine if Arko Corp is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Arko Corp's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.