Polar Power Stock Forecast - Simple Regression

POLA Stock  USD 2.87  0.08  2.71%   
The Simple Regression forecasted value of Polar Power on the next trading day is expected to be 3.20 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 14.64. Polar Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Polar Power stock prices and determine the direction of Polar Power's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Polar Power's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The current year's Asset Turnover is expected to grow to 1.00, whereas Inventory Turnover is forecasted to decline to 0.84. . As of November 29, 2024, Common Stock Shares Outstanding is expected to decline to about 1.8 M. In addition to that, Net Loss is expected to decline to about (1.3 M).
Simple Regression model is a single variable regression model that attempts to put a straight line through Polar Power 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.

Polar Power Simple Regression Price Forecast For the 30th of November

Given 90 days horizon, the Simple Regression forecasted value of Polar Power on the next trading day is expected to be 3.20 with a mean absolute deviation of 0.24, mean absolute percentage error of 0.09, and the sum of the absolute errors of 14.64.
Please note that although there have been many attempts to predict Polar 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 Polar Power's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Polar Power Stock Forecast Pattern

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Polar Power Forecasted Value

In the context of forecasting Polar Power'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. Polar Power's downside and upside margins for the forecasting period are 0.03 and 10.78, respectively. We have considered Polar Power'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
2.87
3.20
Expected Value
10.78
Upside

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 Polar Power stock data series using in forecasting. Note that when a statistical model is used to represent Polar Power 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 Criteria115.7188
BiasArithmetic mean of the errors None
MADMean absolute deviation0.24
MAPEMean absolute percentage error0.0734
SAESum of the absolute errors14.6383
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Polar Power historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Polar Power

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Polar Power. 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
0.142.8710.46
Details
Intrinsic
Valuation
LowRealHigh
0.132.6510.24
Details
1 Analysts
Consensus
LowTargetHigh
22.7525.0027.75
Details

Other Forecasting Options for Polar Power

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

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 Risk & Return  Correlation

Polar Power 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 Polar Power'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 Polar Power's current price.

Polar Power Market Strength Events

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

Polar Power Risk Indicators

The analysis of Polar Power'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 Polar Power's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting polar 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.

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Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
When determining whether Polar Power offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Polar Power's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Polar Power Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Polar Power Stock:
Check out Historical Fundamental Analysis of Polar Power to cross-verify your projections.
For information on how to trade Polar Stock refer to our How to Trade Polar Stock guide.
You can also try the Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.
Is Heavy Electrical Equipment space 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 Polar Power. If investors know Polar 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 Polar Power listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(2.24)
Revenue Per Share
0.766
Quarterly Revenue Growth
(0.17)
Return On Assets
(0.15)
Return On Equity
(0.47)
The market value of Polar Power is measured differently than its book value, which is the value of Polar that is recorded on the company's balance sheet. Investors also form their own opinion of Polar Power's value that differs from its market value or its book value, called intrinsic value, which is Polar Power'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 Polar Power's market value can be influenced by many factors that don't directly affect Polar Power'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 Polar Power's value and its price as these two are different measures arrived at by different means. Investors typically determine if Polar Power is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Polar Power'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.