TG Therapeutics Stock Forecast - Double Exponential Smoothing
| TGTX Stock | USD 15.81 0.72 4.36% |
The Double Exponential Smoothing forecasted value of TG Therapeutics on the next trading day is expected to be 15.70 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 19.82. TGTX Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast TG Therapeutics stock prices and determine the direction of TG Therapeutics's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of TG Therapeutics' historical fundamentals, such as revenue growth or operating cash flow patterns. Although TG Therapeutics' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of TG Therapeutics' systematic risk associated with finding meaningful patterns of TG Therapeutics fundamentals over time.
Check out Historical Fundamental Analysis of TG Therapeutics to cross-verify your projections. TGTX |
Open Interest Against 2024-06-07 TGTX Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast TG Therapeutics' spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in TG Therapeutics' options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for TG Therapeutics stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current TG Therapeutics' open interest, investors have to compare it to TG Therapeutics' spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of TG Therapeutics is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in TGTX. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in TG Therapeutics cannot accurately predict what will happen the next trading day because, historically, 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 TG Therapeutics' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets TG Therapeutics' price structures and extracts relationships that further increase the generated results' accuracy.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for TG Therapeutics works best with periods where there are trends or seasonality. TG Therapeutics Double Exponential Smoothing Price Forecast For the 8th of June
Given 90 days horizon, the Double Exponential Smoothing forecasted value of TG Therapeutics on the next trading day is expected to be 15.70 with a mean absolute deviation of 0.33, mean absolute percentage error of 0.24, and the sum of the absolute errors of 19.82.Please note that although there have been many attempts to predict TGTX 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 TG Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
TG Therapeutics Stock Forecast Pattern
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TG Therapeutics Forecasted Value
In the context of forecasting TG Therapeutics' 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. TG Therapeutics' downside and upside margins for the forecasting period are 12.55 and 18.85, respectively. We have considered TG Therapeutics' 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 Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of TG Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent TG Therapeutics 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 | Huge |
| Bias | Arithmetic mean of the errors | -0.1113 |
| MAD | Mean absolute deviation | 0.3303 |
| MAPE | Mean absolute percentage error | 0.0208 |
| SAE | Sum of the absolute errors | 19.82 |
Predictive Modules for TG Therapeutics
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as TG Therapeutics. 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 TG Therapeutics' 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 TG Therapeutics
For every potential investor in TGTX, whether a beginner or expert, TG Therapeutics' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. TGTX Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in TGTX. Basic forecasting techniques help filter out the noise by identifying TG Therapeutics' price trends.TG Therapeutics 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 TG Therapeutics stock to make a market-neutral strategy. Peer analysis of TG Therapeutics could also be used in its relative valuation, which is a method of valuing TG Therapeutics by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
TG Therapeutics 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 TG Therapeutics' 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 TG Therapeutics' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
TG Therapeutics Market Strength Events
Market strength indicators help investors to evaluate how TG Therapeutics stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading TG Therapeutics shares will generate the highest return on investment. By undertsting and applying TG Therapeutics stock market strength indicators, traders can identify TG Therapeutics entry and exit signals to maximize returns.
| Accumulation Distribution | 181209.0 | |||
| Daily Balance Of Power | (0.60) | |||
| Rate Of Daily Change | 0.96 | |||
| Day Median Price | 16.34 | |||
| Day Typical Price | 16.16 | |||
| Price Action Indicator | (0.89) | |||
| Period Momentum Indicator | (0.72) |
TG Therapeutics Risk Indicators
The analysis of TG Therapeutics' 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 TG Therapeutics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting tgtx 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 | 2.14 | |||
| Standard Deviation | 3.18 | |||
| Variance | 10.09 |
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.Additional Tools for TGTX Stock Analysis
When running TG Therapeutics' price analysis, check to measure TG Therapeutics' 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 TG Therapeutics is operating at the current time. Most of TG Therapeutics' value examination focuses on studying past and present price action to predict the probability of TG Therapeutics' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move TG Therapeutics' price. Additionally, you may evaluate how the addition of TG Therapeutics to your portfolios can decrease your overall portfolio volatility.