PicoCELA American Stock Forecast - Polynomial Regression
| PCLA Stock | 0.46 0.02 4.17% |
The Polynomial Regression forecasted value of PicoCELA American Depositary on the next trading day is expected to be -0.22 with a mean absolute deviation of 0.54 and the sum of the absolute errors of 32.95. PicoCELA Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast PicoCELA American stock prices and determine the direction of PicoCELA American Depositary's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of PicoCELA American's historical fundamentals, such as revenue growth or operating cash flow patterns.
At present, PicoCELA American's Total Stockholder Equity is projected to decrease significantly based on the last few years of reporting. The current year's Long Term Debt is expected to grow to about 396.4 M, whereas Total Assets are forecasted to decline to about 1.1 B. PicoCELA American Polynomial Regression Price Forecast For the 14th of May 2025
Given 90 days horizon, the Polynomial Regression forecasted value of PicoCELA American Depositary on the next trading day is expected to be -0.22 with a mean absolute deviation of 0.54, mean absolute percentage error of 0.64, and the sum of the absolute errors of 32.95.Please note that although there have been many attempts to predict PicoCELA 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 PicoCELA American's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
PicoCELA American Stock Forecast Pattern
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PicoCELA American Forecasted Value
In the context of forecasting PicoCELA American'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. PicoCELA American's downside and upside margins for the forecasting period are 0 and 12.78, respectively. We have considered PicoCELA American'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of PicoCELA American stock data series using in forecasting. Note that when a statistical model is used to represent PicoCELA American 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 | 117.669 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.5401 |
| MAPE | Mean absolute percentage error | 0.442 |
| SAE | Sum of the absolute errors | 32.9455 |
Predictive Modules for PicoCELA American
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PicoCELA American. 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.Other Forecasting Options for PicoCELA American
For every potential investor in PicoCELA, whether a beginner or expert, PicoCELA American's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. PicoCELA Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in PicoCELA. Basic forecasting techniques help filter out the noise by identifying PicoCELA American's price trends.PicoCELA American 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 PicoCELA American stock to make a market-neutral strategy. Peer analysis of PicoCELA American could also be used in its relative valuation, which is a method of valuing PicoCELA American by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
PicoCELA American 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 PicoCELA American'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 PicoCELA American's current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
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| Volume Indicators |
PicoCELA American Market Strength Events
Market strength indicators help investors to evaluate how PicoCELA American stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading PicoCELA American shares will generate the highest return on investment. By undertsting and applying PicoCELA American stock market strength indicators, traders can identify PicoCELA American Depositary entry and exit signals to maximize returns.
| Accumulation Distribution | 9801.55 | |||
| Daily Balance Of Power | (0.50) | |||
| Rate Of Daily Change | 0.96 | |||
| Day Median Price | 0.47 | |||
| Day Typical Price | 0.47 | |||
| Price Action Indicator | (0.02) | |||
| Period Momentum Indicator | (0.02) |
PicoCELA American Risk Indicators
The analysis of PicoCELA American'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 PicoCELA American's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting picocela 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 | 8.92 | |||
| Standard Deviation | 12.86 | |||
| Variance | 165.35 |
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.
Also Currently Popular
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 PicoCELA American offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of PicoCELA American'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 Picocela American Depositary Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Picocela American Depositary Stock:Check out Historical Fundamental Analysis of PicoCELA American to cross-verify your projections. You can also try the Analyst Advice module to analyst recommendations and target price estimates broken down by several categories.
Is 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 PicoCELA American. If investors know PicoCELA 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 PicoCELA American listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (0.16) | Revenue Per Share 101.351 | Quarterly Revenue Growth 1.372 |
The market value of PicoCELA American is measured differently than its book value, which is the value of PicoCELA that is recorded on the company's balance sheet. Investors also form their own opinion of PicoCELA American's value that differs from its market value or its book value, called intrinsic value, which is PicoCELA American'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 PicoCELA American's market value can be influenced by many factors that don't directly affect PicoCELA American'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 PicoCELA American's value and its price as these two are different measures arrived at by different means. Investors typically determine if PicoCELA American is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, PicoCELA American'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.