WinVest Acquisition Stock Forecast - Simple Exponential Smoothing

WINV Stock  USD 12.20  0.60  4.69%   
The Simple Exponential Smoothing forecasted value of WinVest Acquisition Corp on the next trading day is expected to be 12.20 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.17. WinVest Stock Forecast is based on your current time horizon.
  
WinVest Acquisition simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for WinVest Acquisition Corp are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as WinVest Acquisition Corp prices get older.

WinVest Acquisition Simple Exponential Smoothing Price Forecast For the 14th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of WinVest Acquisition Corp on the next trading day is expected to be 12.20 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.02, and the sum of the absolute errors of 4.17.
Please note that although there have been many attempts to predict WinVest 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 WinVest Acquisition's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

WinVest Acquisition Stock Forecast Pattern

Backtest WinVest AcquisitionWinVest Acquisition Price PredictionBuy or Sell Advice 

WinVest Acquisition Forecasted Value

In the context of forecasting WinVest Acquisition'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. WinVest Acquisition's downside and upside margins for the forecasting period are 10.70 and 13.70, respectively. We have considered WinVest Acquisition'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
12.20
12.20
Expected Value
13.70
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of WinVest Acquisition stock data series using in forecasting. Note that when a statistical model is used to represent WinVest Acquisition 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 Criteria112.5196
BiasArithmetic mean of the errors -0.0154
MADMean absolute deviation0.0695
MAPEMean absolute percentage error0.0058
SAESum of the absolute errors4.1718
This simple exponential smoothing model begins by setting WinVest Acquisition Corp forecast for the second period equal to the observation of the first period. In other words, recent WinVest Acquisition observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for WinVest Acquisition

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as WinVest Acquisition 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.
Hype
Prediction
LowEstimatedHigh
10.6212.1413.66
Details
Intrinsic
Valuation
LowRealHigh
10.1511.6713.19
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.4811.9812.47
Details

Other Forecasting Options for WinVest Acquisition

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

WinVest Acquisition 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 WinVest Acquisition stock to make a market-neutral strategy. Peer analysis of WinVest Acquisition could also be used in its relative valuation, which is a method of valuing WinVest Acquisition by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

WinVest Acquisition 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 WinVest Acquisition'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 WinVest Acquisition's current price.

WinVest Acquisition Market Strength Events

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

WinVest Acquisition Risk Indicators

The analysis of WinVest Acquisition'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 WinVest Acquisition's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting winvest 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
Explore Investing Ideas  

Additional Tools for WinVest Stock Analysis

When running WinVest Acquisition's price analysis, check to measure WinVest Acquisition'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 WinVest Acquisition is operating at the current time. Most of WinVest Acquisition's value examination focuses on studying past and present price action to predict the probability of WinVest Acquisition's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move WinVest Acquisition's price. Additionally, you may evaluate how the addition of WinVest Acquisition to your portfolios can decrease your overall portfolio volatility.