NEOS Russell Etf Forecast - Naive Prediction

IWMI Etf   49.80  0.28  0.57%   
The Naive Prediction forecasted value of NEOS Russell 2000 on the next trading day is expected to be 49.74 with a mean absolute deviation of 0.51 and the sum of the absolute errors of 31.17. NEOS Etf Forecast is based on your current time horizon. We recommend always using this module together with an analysis of NEOS Russell's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for NEOS Russell is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of NEOS Russell 2000 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.

NEOS Russell Naive Prediction Price Forecast For the 31st of January

Given 90 days horizon, the Naive Prediction forecasted value of NEOS Russell 2000 on the next trading day is expected to be 49.74 with a mean absolute deviation of 0.51, mean absolute percentage error of 0.39, and the sum of the absolute errors of 31.17.
Please note that although there have been many attempts to predict NEOS 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 NEOS Russell's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

NEOS Russell Etf Forecast Pattern

Backtest NEOS RussellNEOS Russell Price PredictionBuy or Sell Advice 

NEOS Russell Forecasted Value

In the context of forecasting NEOS Russell'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. NEOS Russell's downside and upside margins for the forecasting period are 48.77 and 50.70, respectively. We have considered NEOS Russell'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
49.80
49.74
Expected Value
50.70
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 NEOS Russell etf data series using in forecasting. Note that when a statistical model is used to represent NEOS Russell 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 Criteria117.1659
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5109
MAPEMean absolute percentage error0.0102
SAESum of the absolute errors31.1652
This model is not at all useful as a medium-long range forecasting tool of NEOS Russell 2000. 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 NEOS Russell. 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 NEOS Russell

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as NEOS Russell 2000. 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
48.9349.8950.85
Details
Intrinsic
Valuation
LowRealHigh
47.6948.6554.89
Details
Bollinger
Band Projection (param)
LowMiddleHigh
47.4849.0650.64
Details

Other Forecasting Options for NEOS Russell

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

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

NEOS Russell 2000 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 NEOS Russell'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 NEOS Russell's current price.

NEOS Russell Market Strength Events

Market strength indicators help investors to evaluate how NEOS Russell etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading NEOS Russell shares will generate the highest return on investment. By undertsting and applying NEOS Russell etf market strength indicators, traders can identify NEOS Russell 2000 entry and exit signals to maximize returns.

NEOS Russell Risk Indicators

The analysis of NEOS Russell'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 NEOS Russell's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting neos 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.

Currently Active Assets on Macroaxis

When determining whether NEOS Russell 2000 offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of NEOS Russell'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 Neos Russell 2000 Etf. Outlined below are crucial reports that will aid in making a well-informed decision on Neos Russell 2000 Etf:
Check out Historical Fundamental Analysis of NEOS Russell 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.
The market value of NEOS Russell 2000 is measured differently than its book value, which is the value of NEOS that is recorded on the company's balance sheet. Investors also form their own opinion of NEOS Russell's value that differs from its market value or its book value, called intrinsic value, which is NEOS Russell'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 NEOS Russell's market value can be influenced by many factors that don't directly affect NEOS Russell'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 NEOS Russell's value and its price as these two are different measures arrived at by different means. Investors typically determine if NEOS Russell is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, NEOS Russell'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.