IShares Treasury Etf Forecast - Naive Prediction

TFLO Etf  USD 50.60  0.02  0.04%   
The Naive Prediction forecasted value of iShares Treasury Floating on the next trading day is expected to be 50.61 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.30. IShares Etf Forecast is based on your current time horizon.
  
A naive forecasting model for IShares Treasury is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of iShares Treasury Floating 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.

IShares Treasury Naive Prediction Price Forecast For the 23rd of November

Given 90 days horizon, the Naive Prediction forecasted value of iShares Treasury Floating on the next trading day is expected to be 50.61 with a mean absolute deviation of 0, mean absolute percentage error of 0.000031, and the sum of the absolute errors of 0.30.
Please note that although there have been many attempts to predict IShares 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 IShares Treasury's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

IShares Treasury Etf Forecast Pattern

Backtest IShares TreasuryIShares Treasury Price PredictionBuy or Sell Advice 

IShares Treasury Forecasted Value

In the context of forecasting IShares Treasury'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. IShares Treasury's downside and upside margins for the forecasting period are 50.60 and 50.63, respectively. We have considered IShares Treasury'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
50.60
50.61
Expected Value
50.63
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 IShares Treasury etf data series using in forecasting. Note that when a statistical model is used to represent IShares Treasury 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 Criteria107.7314
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0049
MAPEMean absolute percentage error1.0E-4
SAESum of the absolute errors0.3005
This model is not at all useful as a medium-long range forecasting tool of iShares Treasury Floating. 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 IShares Treasury. 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 IShares Treasury

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as iShares Treasury Floating. 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
50.5650.5850.60
Details
Intrinsic
Valuation
LowRealHigh
50.4950.5155.64
Details
Bollinger
Band Projection (param)
LowMiddleHigh
50.3350.4750.61
Details

Other Forecasting Options for IShares Treasury

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

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

iShares Treasury Floating 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 IShares Treasury'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 IShares Treasury's current price.

IShares Treasury Market Strength Events

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

IShares Treasury Risk Indicators

The analysis of IShares Treasury'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 IShares Treasury's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ishares 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.

Pair Trading with IShares Treasury

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 IShares Treasury 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 IShares Treasury will appreciate offsetting losses from the drop in the long position's value.

Moving together with IShares Etf

  1.0BIL SPDR Bloomberg 1PairCorr
  0.99SHV iShares Short TreasuryPairCorr
  0.95JPST JPMorgan Ultra ShortPairCorr
  1.0USFR WisdomTree Floating RatePairCorr
  0.98ICSH iShares Ultra ShortPairCorr

Moving against IShares Etf

  0.9FNGD MicroSectors FANG IndexPairCorr
  0.72HUM Humana Inc Fiscal Year End 23rd of January 2025 PairCorr
  0.42LUX Tema ETF TrustPairCorr
The ability to find closely correlated positions to IShares Treasury could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace IShares Treasury 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 IShares Treasury - 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 iShares Treasury Floating to buy it.
The correlation of IShares Treasury 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 IShares Treasury moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if iShares Treasury Floating 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 IShares Treasury 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.
Pair CorrelationCorrelation Matching
When determining whether iShares Treasury Floating offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of IShares Treasury'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 Ishares Treasury Floating Etf. Outlined below are crucial reports that will aid in making a well-informed decision on Ishares Treasury Floating Etf:
Check out Historical Fundamental Analysis of IShares Treasury to cross-verify your projections.
You can also try the My Watchlist Analysis module to analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like.
The market value of iShares Treasury Floating is measured differently than its book value, which is the value of IShares that is recorded on the company's balance sheet. Investors also form their own opinion of IShares Treasury's value that differs from its market value or its book value, called intrinsic value, which is IShares Treasury'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 IShares Treasury's market value can be influenced by many factors that don't directly affect IShares Treasury'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 IShares Treasury's value and its price as these two are different measures arrived at by different means. Investors typically determine if IShares Treasury is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, IShares Treasury'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.