TrueShares Technology Etf Forecast - Polynomial Regression

LRNZ Etf  USD 39.92  0.28  0.71%   
The Polynomial Regression forecasted value of TrueShares Technology AI on the next trading day is expected to be 38.39 with a mean absolute deviation of 0.86 and the sum of the absolute errors of 53.51. TrueShares Etf Forecast is based on your current time horizon.
  

Open Interest Against 2025-02-21 TrueShares Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast TrueShares Technology's 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 TrueShares Technology's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for TrueShares Technology 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 TrueShares Technology's open interest, investors have to compare it to TrueShares Technology's 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 TrueShares Technology 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 TrueShares. 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.
TrueShares Technology polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for TrueShares Technology AI as well as the accuracy indicators are determined from the period prices.

TrueShares Technology Polynomial Regression Price Forecast For the 19th of January

Given 90 days horizon, the Polynomial Regression forecasted value of TrueShares Technology AI on the next trading day is expected to be 38.39 with a mean absolute deviation of 0.86, mean absolute percentage error of 1.13, and the sum of the absolute errors of 53.51.
Please note that although there have been many attempts to predict TrueShares Etf 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 TrueShares Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

TrueShares Technology Etf Forecast Pattern

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TrueShares Technology Forecasted Value

In the context of forecasting TrueShares Technology's Etf 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. TrueShares Technology's downside and upside margins for the forecasting period are 36.64 and 40.13, respectively. We have considered TrueShares Technology'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
39.92
38.39
Expected Value
40.13
Upside

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 TrueShares Technology etf data series using in forecasting. Note that when a statistical model is used to represent TrueShares Technology etf, 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 Criteria120.0705
BiasArithmetic mean of the errors None
MADMean absolute deviation0.8631
MAPEMean absolute percentage error0.0213
SAESum of the absolute errors53.5093
A single variable polynomial regression model attempts to put a curve through the TrueShares Technology historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for TrueShares Technology

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as TrueShares Technology. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf 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
38.2139.9541.69
Details
Intrinsic
Valuation
LowRealHigh
38.5240.2642.00
Details

Other Forecasting Options for TrueShares Technology

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

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

TrueShares Technology Technical and Predictive Analytics

The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of TrueShares Technology'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 TrueShares Technology's current price.

TrueShares Technology Market Strength Events

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

TrueShares Technology Risk Indicators

The analysis of TrueShares Technology'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 TrueShares Technology's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting trueshares etf 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.

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.
When determining whether TrueShares Technology offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of TrueShares Technology's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Trueshares Technology Ai Etf. Outlined below are crucial reports that will aid in making a well-informed decision on Trueshares Technology Ai Etf:
Check out Historical Fundamental Analysis of TrueShares Technology to cross-verify your projections.
You can also try the Fundamental Analysis module to view fundamental data based on most recent published financial statements.
The market value of TrueShares Technology is measured differently than its book value, which is the value of TrueShares that is recorded on the company's balance sheet. Investors also form their own opinion of TrueShares Technology's value that differs from its market value or its book value, called intrinsic value, which is TrueShares Technology's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because TrueShares Technology's market value can be influenced by many factors that don't directly affect TrueShares Technology's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between TrueShares Technology's value and its price as these two are different measures arrived at by different means. Investors typically determine if TrueShares Technology is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, TrueShares Technology's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.