Alchemy Investments Stock Forecast - Polynomial Regression
| ALCYU Stock | 11.01 0.00 0.00% |
The Polynomial Regression forecasted value of Alchemy Investments Acquisition on the next trading day is expected to be 10.83 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.06. Alchemy Stock Forecast is based on your current time horizon.
Alchemy |
Alchemy Investments Polynomial Regression Price Forecast For the 15th of December 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Alchemy Investments Acquisition on the next trading day is expected to be 10.83 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.04, and the sum of the absolute errors of 7.06.Please note that although there have been many attempts to predict Alchemy 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 Alchemy Investments' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Alchemy Investments Stock Forecast Pattern
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Alchemy Investments Forecasted Value
In the context of forecasting Alchemy Investments' 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. Alchemy Investments' downside and upside margins for the forecasting period are 9.19 and 12.46, respectively. We have considered Alchemy Investments' 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 Alchemy Investments stock data series using in forecasting. Note that when a statistical model is used to represent Alchemy Investments 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 | 115.0037 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1158 |
| MAPE | Mean absolute percentage error | 0.0103 |
| SAE | Sum of the absolute errors | 7.0634 |
Predictive Modules for Alchemy Investments
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Alchemy Investments. 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 Alchemy Investments' 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 Alchemy Investments
For every potential investor in Alchemy, whether a beginner or expert, Alchemy Investments' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Alchemy Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Alchemy. Basic forecasting techniques help filter out the noise by identifying Alchemy Investments' price trends.Alchemy Investments 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 Alchemy Investments stock to make a market-neutral strategy. Peer analysis of Alchemy Investments could also be used in its relative valuation, which is a method of valuing Alchemy Investments by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Alchemy Investments 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 Alchemy Investments' 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 Alchemy Investments' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Alchemy Investments Market Strength Events
Market strength indicators help investors to evaluate how Alchemy Investments stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Alchemy Investments shares will generate the highest return on investment. By undertsting and applying Alchemy Investments stock market strength indicators, traders can identify Alchemy Investments Acquisition entry and exit signals to maximize returns.
Alchemy Investments Risk Indicators
The analysis of Alchemy Investments' 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 Alchemy Investments' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting alchemy 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 | 0.6415 | |||
| Standard Deviation | 1.66 | |||
| Variance | 2.75 |
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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Additional Tools for Alchemy Stock Analysis
When running Alchemy Investments' price analysis, check to measure Alchemy Investments' 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 Alchemy Investments is operating at the current time. Most of Alchemy Investments' value examination focuses on studying past and present price action to predict the probability of Alchemy Investments' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Alchemy Investments' price. Additionally, you may evaluate how the addition of Alchemy Investments to your portfolios can decrease your overall portfolio volatility.