Smart Powerr Stock Forecast - 20 Period Moving Average
| CREG Stock | USD 1.23 0.09 6.82% |
The 20 Period Moving Average forecasted value of Smart Powerr Corp on the next trading day is expected to be 1.28 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 6.57. Smart Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Smart Powerr stock prices and determine the direction of Smart Powerr Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Smart Powerr's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Smart Powerr's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Smart Powerr's systematic risk associated with finding meaningful patterns of Smart Powerr fundamentals over time.
Check out Historical Fundamental Analysis of Smart Powerr to cross-verify your projections. Smart |
Most investors in Smart Powerr 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 Smart Powerr's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Smart Powerr's price structures and extracts relationships that further increase the generated results' accuracy.
A commonly used 20-period moving average forecast model for Smart Powerr Corp is based on a synthetically constructed Smart Powerrdaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time. Smart Powerr 20 Period Moving Average Price Forecast For the 17th of April 2024
Given 90 days horizon, the 20 Period Moving Average forecasted value of Smart Powerr Corp on the next trading day is expected to be 1.28 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.03, and the sum of the absolute errors of 6.57.Please note that although there have been many attempts to predict Smart 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 Smart Powerr's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Smart Powerr Stock Forecast Pattern
| Backtest Smart Powerr | Smart Powerr Price Prediction | Buy or Sell Advice |
Smart Powerr Forecasted Value
In the context of forecasting Smart Powerr'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. Smart Powerr's downside and upside margins for the forecasting period are 0.01 and 8.18, respectively. We have considered Smart Powerr'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 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Smart Powerr stock data series using in forecasting. Note that when a statistical model is used to represent Smart Powerr 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 | 79.8268 |
| Bias | Arithmetic mean of the errors | 0.0173 |
| MAD | Mean absolute deviation | 0.1565 |
| MAPE | Mean absolute percentage error | 0.1153 |
| SAE | Sum of the absolute errors | 6.5725 |
Predictive Modules for Smart Powerr
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Smart Powerr 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 Smart Powerr'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 Smart Powerr
For every potential investor in Smart, whether a beginner or expert, Smart Powerr's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Smart Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Smart. Basic forecasting techniques help filter out the noise by identifying Smart Powerr's price trends.Smart Powerr 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 Smart Powerr stock to make a market-neutral strategy. Peer analysis of Smart Powerr could also be used in its relative valuation, which is a method of valuing Smart Powerr by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Smart Powerr 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 Smart Powerr'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 Smart Powerr's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Smart Powerr Market Strength Events
Market strength indicators help investors to evaluate how Smart Powerr stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Smart Powerr shares will generate the highest return on investment. By undertsting and applying Smart Powerr stock market strength indicators, traders can identify Smart Powerr Corp entry and exit signals to maximize returns.
| Accumulation Distribution | 607.63 | |||
| Daily Balance Of Power | (1.12) | |||
| Rate Of Daily Change | 0.93 | |||
| Day Median Price | 1.24 | |||
| Day Typical Price | 1.24 | |||
| Price Action Indicator | (0.06) | |||
| Period Momentum Indicator | (0.09) |
Smart Powerr Risk Indicators
The analysis of Smart Powerr'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 Smart Powerr's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting smart 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 | 3.76 | |||
| Standard Deviation | 6.75 | |||
| Variance | 45.51 |
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.
Pair Trading with Smart Powerr
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Smart Powerr position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Smart Powerr will appreciate offsetting losses from the drop in the long position's value.Moving against Smart Stock
| 0.57 | LICY | LiCycle Holdings Corp Financial Report 20th of May 2024 | PairCorr |
| 0.54 | NL | NL Industries | PairCorr |
| 0.53 | KAR | KAR Auction Services Financial Report 7th of May 2024 | PairCorr |
| 0.5 | ASGN | ASGN Inc Financial Report 24th of April 2024 | PairCorr |
| 0.49 | FTEK | Fuel Tech Financial Report 14th of May 2024 | PairCorr |
The ability to find closely correlated positions to Smart Powerr could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Smart Powerr when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Smart Powerr - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Smart Powerr Corp to buy it.
The correlation of Smart Powerr is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Smart Powerr moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Smart Powerr Corp moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Smart Powerr can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Smart Powerr to cross-verify your projections. Note that the Smart Powerr Corp information on this page should be used as a complementary analysis to other Smart Powerr's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Portfolio Rebalancing module to analyze risk-adjusted returns against different time horizons to find asset-allocation targets.
Complementary Tools for Smart Stock analysis
When running Smart Powerr's price analysis, check to measure Smart Powerr'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 Smart Powerr is operating at the current time. Most of Smart Powerr's value examination focuses on studying past and present price action to predict the probability of Smart Powerr's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Smart Powerr's price. Additionally, you may evaluate how the addition of Smart Powerr to your portfolios can decrease your overall portfolio volatility.
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Is Smart Powerr'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 Smart Powerr. If investors know Smart 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 Smart Powerr listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth (0.09) | Earnings Share (0.53) | Revenue Per Share (0) | Return On Assets (0.01) | Return On Equity (0.04) |
The market value of Smart Powerr Corp is measured differently than its book value, which is the value of Smart that is recorded on the company's balance sheet. Investors also form their own opinion of Smart Powerr's value that differs from its market value or its book value, called intrinsic value, which is Smart Powerr'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 Smart Powerr's market value can be influenced by many factors that don't directly affect Smart Powerr'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 Smart Powerr's value and its price as these two are different measures arrived at by different means. Investors typically determine if Smart Powerr is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Smart Powerr'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.