Wetzel SA Preferred Stock Forecast - Naive Prediction
MWET4 Preferred Stock | BRL 5.53 0.27 4.66% |
The Naive Prediction forecasted value of Wetzel SA on the next trading day is expected to be 4.90 with a mean absolute deviation of 0.28 and the sum of the absolute errors of 17.61. Wetzel Preferred Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Wetzel SA stock prices and determine the direction of Wetzel SA's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Wetzel SA's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Wetzel SA to cross-verify your projections. Wetzel |
Most investors in Wetzel SA cannot accurately predict what will happen the next trading day because, historically, preferred 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 Wetzel SA's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Wetzel SA's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Wetzel SA is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Wetzel SA value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period. Wetzel SA Naive Prediction Price Forecast For the 29th of March
Given 90 days horizon, the Naive Prediction forecasted value of Wetzel SA on the next trading day is expected to be 4.90 with a mean absolute deviation of 0.28, mean absolute percentage error of 0.13, and the sum of the absolute errors of 17.61.Please note that although there have been many attempts to predict Wetzel Preferred 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 Wetzel SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Wetzel SA Preferred Stock Forecast Pattern
Backtest Wetzel SA | Wetzel SA Price Prediction | Buy or Sell Advice |
Wetzel SA Forecasted Value
In the context of forecasting Wetzel SA's Preferred 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. Wetzel SA's downside and upside margins for the forecasting period are 0.06 and 10.45, respectively. We have considered Wetzel SA'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Wetzel SA preferred stock data series using in forecasting. Note that when a statistical model is used to represent Wetzel SA preferred 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 | 117.9232 |
Bias | Arithmetic mean of the errors | None |
MAD | Mean absolute deviation | 0.284 |
MAPE | Mean absolute percentage error | 0.0444 |
SAE | Sum of the absolute errors | 17.6072 |
Predictive Modules for Wetzel SA
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Wetzel SA. Regardless of method or technology, however, to accurately forecast the preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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 Wetzel SA'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 Wetzel SA
For every potential investor in Wetzel, whether a beginner or expert, Wetzel SA's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Wetzel Preferred Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Wetzel. Basic forecasting techniques help filter out the noise by identifying Wetzel SA's price trends.Wetzel SA 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 Wetzel SA preferred stock to make a market-neutral strategy. Peer analysis of Wetzel SA could also be used in its relative valuation, which is a method of valuing Wetzel SA by comparing valuation metrics with similar companies.
Risk & Return | Correlation |
Wetzel SA Technical and Predictive Analytics
The preferred stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Wetzel SA'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 Wetzel SA's current price.Cycle Indicators | ||
Math Operators | ||
Math Transform | ||
Momentum Indicators | ||
Overlap Studies | ||
Pattern Recognition | ||
Price Transform | ||
Statistic Functions | ||
Volatility Indicators | ||
Volume Indicators |
Wetzel SA Market Strength Events
Market strength indicators help investors to evaluate how Wetzel SA preferred stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Wetzel SA shares will generate the highest return on investment. By undertsting and applying Wetzel SA preferred stock market strength indicators, traders can identify Wetzel SA entry and exit signals to maximize returns.
Daily Balance Of Power | (9,223,372,036,855) | |||
Rate Of Daily Change | 0.95 | |||
Day Median Price | 5.53 | |||
Day Typical Price | 5.53 | |||
Price Action Indicator | (0.13) | |||
Period Momentum Indicator | (0.27) | |||
Relative Strength Index | 67.43 |
Wetzel SA Risk Indicators
The analysis of Wetzel SA'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 Wetzel SA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting wetzel preferred 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 | 2.66 | |||
Semi Deviation | 3.34 | |||
Standard Deviation | 5.37 | |||
Variance | 28.88 | |||
Downside Variance | 19.68 | |||
Semi Variance | 11.18 | |||
Expected Short fall | (4.19) |
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Wetzel SA in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Wetzel SA's short interest history, or implied volatility extrapolated from Wetzel SA options trading.
Building efficient market-beating portfolios requires time, education, and a lot of computing power!
The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.
Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Wetzel SA to cross-verify your projections. Note that the Wetzel SA information on this page should be used as a complementary analysis to other Wetzel SA'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 Top Crypto Exchanges module to search and analyze digital assets across top global cryptocurrency exchanges.
Complementary Tools for Wetzel Preferred Stock analysis
When running Wetzel SA's price analysis, check to measure Wetzel SA'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 Wetzel SA is operating at the current time. Most of Wetzel SA's value examination focuses on studying past and present price action to predict the probability of Wetzel SA's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Wetzel SA's price. Additionally, you may evaluate how the addition of Wetzel SA to your portfolios can decrease your overall portfolio volatility.
Earnings Calls Check upcoming earnings announcements updated hourly across public exchanges | |
Global Correlations Find global opportunities by holding instruments from different markets | |
Options Analysis Analyze and evaluate options and option chains as a potential hedge for your portfolios | |
Fundamentals Comparison Compare fundamentals across multiple equities to find investing opportunities | |
Competition Analyzer Analyze and compare many basic indicators for a group of related or unrelated entities | |
Money Managers Screen money managers from public funds and ETFs managed around the world | |
ETF Categories List of ETF categories grouped based on various criteria, such as the investment strategy or type of investments | |
Cryptocurrency Center Build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency | |
Stock Tickers Use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites | |
Portfolio Holdings Check your current holdings and cash postion to detemine if your portfolio needs rebalancing | |
Balance Of Power Check stock momentum by analyzing Balance Of Power indicator and other technical ratios | |
Stock Screener Find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook. | |
Portfolio Dashboard Portfolio dashboard that provides centralized access to all your investments |