Thumzup MediaCommon OTC Stock Forecast - Simple Exponential Smoothing
| TZUPDelisted Stock | USD 4.55 0.35 7.14% |
The Simple Exponential Smoothing forecasted value of Thumzup Media on the next trading day is expected to be 4.58 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.65. Thumzup OTC Stock Forecast is based on your current time horizon.
Thumzup |
Thumzup MediaCommon Simple Exponential Smoothing Price Forecast For the 23rd of December
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Thumzup Media on the next trading day is expected to be 4.58 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.07, and the sum of the absolute errors of 12.65.Please note that although there have been many attempts to predict Thumzup OTC 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 Thumzup MediaCommon's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Thumzup MediaCommon OTC Stock Forecast Pattern
| Backtest Thumzup MediaCommon | Thumzup MediaCommon Price Prediction | Buy or Sell Advice |
Thumzup MediaCommon Forecasted Value
In the context of forecasting Thumzup MediaCommon's OTC 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. Thumzup MediaCommon's downside and upside margins for the forecasting period are 0.05 and 11.26, respectively. We have considered Thumzup MediaCommon'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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Thumzup MediaCommon otc stock data series using in forecasting. Note that when a statistical model is used to represent Thumzup MediaCommon otc 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 | 113.5847 |
| Bias | Arithmetic mean of the errors | -0.0022 |
| MAD | Mean absolute deviation | 0.2109 |
| MAPE | Mean absolute percentage error | 0.0486 |
| SAE | Sum of the absolute errors | 12.6525 |
Predictive Modules for Thumzup MediaCommon
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Thumzup MediaCommon. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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 Thumzup MediaCommon'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 Thumzup MediaCommon
For every potential investor in Thumzup, whether a beginner or expert, Thumzup MediaCommon's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Thumzup OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Thumzup. Basic forecasting techniques help filter out the noise by identifying Thumzup MediaCommon's price trends.Thumzup MediaCommon 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 Thumzup MediaCommon otc stock to make a market-neutral strategy. Peer analysis of Thumzup MediaCommon could also be used in its relative valuation, which is a method of valuing Thumzup MediaCommon by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Thumzup MediaCommon Technical and Predictive Analytics
The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Thumzup MediaCommon'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 Thumzup MediaCommon's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Thumzup MediaCommon Market Strength Events
Market strength indicators help investors to evaluate how Thumzup MediaCommon otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Thumzup MediaCommon shares will generate the highest return on investment. By undertsting and applying Thumzup MediaCommon otc stock market strength indicators, traders can identify Thumzup Media entry and exit signals to maximize returns.
Thumzup MediaCommon Risk Indicators
The analysis of Thumzup MediaCommon'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 Thumzup MediaCommon's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting thumzup otc 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 | 4.91 | |||
| Standard Deviation | 6.63 | |||
| Variance | 43.94 |
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 Thumzup MediaCommon
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 Thumzup MediaCommon 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 Thumzup MediaCommon will appreciate offsetting losses from the drop in the long position's value.Moving together with Thumzup OTC Stock
Moving against Thumzup OTC Stock
| 0.73 | AAPL | Apple Inc | PairCorr |
| 0.59 | MTC | MMTEC Inc Tech Boost | PairCorr |
| 0.44 | BRK-A | Berkshire Hathaway | PairCorr |
| 0.41 | DNTUY | Dentsu Inc ADR | PairCorr |
| 0.39 | CYCC | CYCC Old Symbol Change | PairCorr |
The ability to find closely correlated positions to Thumzup MediaCommon could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Thumzup MediaCommon 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 Thumzup MediaCommon - 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 Thumzup Media to buy it.
The correlation of Thumzup MediaCommon 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 Thumzup MediaCommon moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Thumzup MediaCommon 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 Thumzup MediaCommon 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 Thumzup MediaCommon to cross-verify your projections. You can also try the Economic Indicators module to top statistical indicators that provide insights into how an economy is performing.
Other Consideration for investing in Thumzup OTC Stock
If you are still planning to invest in Thumzup MediaCommon check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Thumzup MediaCommon's history and understand the potential risks before investing.
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