ULTRASHORT MID Mutual Fund Forward View - Simple Regression

UIPSX Fund  USD 21.11  -0.31  -1.45%   
The Simple Regression forecast shown here for ULTRASHORT MID is reference data produced from its historical price series. The projected value and error measures below serve as reference information.
The Simple Regression forecasted value of Ultrashort Mid Cap Profund on the next trading day is expected to be 20.06 with a mean absolute deviation of 0.81 and the sum of the absolute errors of 49.53.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Ultrashort Mid Cap Profund historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. This Simple Regression reference page for ULTRASHORT MID presents model-generated projections from historical price data for informational purposes.
Simple Regression model is a single variable regression model that attempts to put a straight line through ULTRASHORT MID price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Simple Regression Price Forecast For the 25th of March

Given 90 days horizon, the Simple Regression forecasted value of Ultrashort Mid Cap Profund on the next trading day is expected to be 20.06 with a mean absolute deviation of 0.81 , mean absolute percentage error of 0.95 , and the sum of the absolute errors of 49.53 .
Please note that although there have been many attempts to predict ULTRASHORT Mutual Fund prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that ULTRASHORT MID's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mutual Fund Forecast Pattern

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Forecasted Value

The next-day forecast for Ultrashort Mid Cap Profund focuses on identifying predictive downside and upside bands that can frame a realistic trading range. The projected forecast band currently runs from roughly 17.97 on the downside to about 22.14 on the upside.
Market Value
21.11
20.06
Expected Value
22.14
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of ULTRASHORT MID mutual fund data series using in forecasting. Note that when a statistical model is used to represent ULTRASHORT MID mutual fund, 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 Criteria118.0631
BiasArithmetic mean of the errors None
MADMean absolute deviation0.812
MAPEMean absolute percentage error0.0402
SAESum of the absolute errors49.5304
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Ultrashort Mid Cap Profund historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Other Forecasting Options for ULTRASHORT MID

The distribution of ULTRASHORT MID's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in ULTRASHORT MID's chart that simple price charts miss.

ULTRASHORT MID Related Equities

The stocks listed below are peers of ULTRASHORT MID within the Trading--Inverse Equity space and offer context for ranking and strength. Revenue and margin checks across this group help investors set expectations for ULTRASHORT MID's results. Peer review is most useful when paired with absolute pricing and trend checks. Tracking ULTRASHORT MID's results against these peers over time helps spot rising trends early.
 Risk & Return  Correlation

ULTRASHORT MID Market Strength Events

Market strength indicators for ULTRASHORT MID give insight into the mutual fund's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in Ultrashort Mid Cap Profund.

ULTRASHORT MID Risk Indicators

A thorough review of ULTRASHORT MID's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in ULTRASHORT MID's allows investors to make better decisions about entry, sizing, and hedging.
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.

Story Coverage note for ULTRASHORT MID

Coverage intensity for Ultrashort Mid Cap Profund matters because narrative visibility can influence sentiment, participation, and volatility around the name. A disciplined read of coverage separates durable relevance from temporary noise.

Other Macroaxis Stories

Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.