Tema Electrification Etf Forecast - Naive Prediction

VOLT Etf  USD 24.34  0.23  0.95%   
The Naive Prediction forecasted value of Tema Electrification ETF on the next trading day is expected to be 24.51 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 7.32. Tema Etf Forecast is based on your current time horizon.
  
A naive forecasting model for Tema Electrification is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Tema Electrification ETF 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.

Tema Electrification Naive Prediction Price Forecast For the 19th of January

Given 90 days horizon, the Naive Prediction forecasted value of Tema Electrification ETF on the next trading day is expected to be 24.51 with a mean absolute deviation of 0.24, mean absolute percentage error of 0.09, and the sum of the absolute errors of 7.32.
Please note that although there have been many attempts to predict Tema 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 Tema Electrification's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Tema Electrification Etf Forecast Pattern

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Tema Electrification Forecasted Value

In the context of forecasting Tema Electrification'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. Tema Electrification's downside and upside margins for the forecasting period are 23.12 and 25.90, respectively. We have considered Tema Electrification'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
24.34
24.51
Expected Value
25.90
Upside

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 Tema Electrification etf data series using in forecasting. Note that when a statistical model is used to represent Tema Electrification 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 Criteria60.5329
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2362
MAPEMean absolute percentage error0.0099
SAESum of the absolute errors7.3223
This model is not at all useful as a medium-long range forecasting tool of Tema Electrification ETF. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Tema Electrification. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Tema Electrification

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Tema Electrification ETF. 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
22.8524.2425.63
Details
Intrinsic
Valuation
LowRealHigh
22.9024.2925.68
Details

Other Forecasting Options for Tema Electrification

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

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

Tema Electrification ETF 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 Tema Electrification'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 Tema Electrification's current price.

Tema Electrification Market Strength Events

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

Tema Electrification Risk Indicators

The analysis of Tema Electrification'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 Tema Electrification's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting tema 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.

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.
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When determining whether Tema Electrification ETF is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Tema Etf is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Tema Electrification Etf. Highlighted below are key reports to facilitate an investment decision about Tema Electrification Etf:
Check out Historical Fundamental Analysis of Tema Electrification to cross-verify your projections.
You can also try the ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.
The market value of Tema Electrification ETF is measured differently than its book value, which is the value of Tema that is recorded on the company's balance sheet. Investors also form their own opinion of Tema Electrification's value that differs from its market value or its book value, called intrinsic value, which is Tema Electrification'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 Tema Electrification's market value can be influenced by many factors that don't directly affect Tema Electrification'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 Tema Electrification's value and its price as these two are different measures arrived at by different means. Investors typically determine if Tema Electrification is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Tema Electrification'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.