PIMCO EMERGING Mutual Fund Forward View - Simple Regression

PFSIX Fund  USD 6.39  -0.01  -0.16%   
The Simple Regression forecast shown here for PIMCO EMERGING is reference data produced from its historical price series. The projected value and error measures below serve as reference information. This data is provided for reference and analytical review. The Simple Regression output serves as one input among many for analytical review.
The Simple Regression forecasted value of PIMCO Emerging Markets on the next trading day is expected to be 6.57 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 5.18.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 PIMCO Emerging Markets 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 PIMCO EMERGING 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 PIMCO EMERGING 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 PIMCO Emerging Markets on the next trading day is expected to be 6.57 with a mean absolute deviation of 0.08 , mean absolute percentage error of 0.01 , and the sum of the absolute errors of 5.18 .
Please note that although there have been many attempts to predict PIMCO 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 PIMCO EMERGING's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mutual Fund Forecast Pattern

Backtest PIMCO EMERGING  PIMCO EMERGING Price Prediction  Research Analysis  

Forecasted Value

For the next trading day, Macroaxis evaluates PIMCO EMERGING's predictive range by looking for statistically meaningful downside and upside boundaries. Used properly, these levels provide context around forecast dispersion rather than certainty about the next closing print.
Market Value
6.39
6.57
Expected Value
6.98
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 PIMCO EMERGING mutual fund data series using in forecasting. Note that when a statistical model is used to represent PIMCO EMERGING 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 Criteria113.4066
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0849
MAPEMean absolute percentage error0.0129
SAESum of the absolute errors5.1808
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 PIMCO Emerging Markets 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 PIMCO EMERGING

The distribution of PIMCO EMERGING's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in PIMCO EMERGING's chart that simple price charts miss. The slope of PIMCO EMERGING's linear regression channel quantifies trend direction and strength over a chosen lookback period. Divergences between OBV and price can foreshadow trend changes in PIMCO.

PIMCO EMERGING Related Equities

These related stocks within the Emerging Markets Bond space give benchmarks for judging PIMCO EMERGING's results, margins, and growth trend. Checking PIMCO EMERGING against peers on P/E, margins, and return on equity helps put its position in context. Firms that trade at big discounts to peers on core metrics may be worth more research. These links can also guide portfolio spreading choices within the sector.
 Risk & Return  Correlation

PIMCO EMERGING Market Strength Events

Market strength indicators for PIMCO EMERGING give insight into the mutual fund's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in PIMCO Emerging Markets. Market strength analysis for PIMCO Emerging Markets works best when combined with volume and volatility data. For PIMCO EMERGING, strength indicators are a practical complement to price and fundamental analysis.

PIMCO EMERGING Risk Indicators

A thorough review of PIMCO EMERGING's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in PIMCO EMERGING's allows investors to make better decisions about entry, sizing, and hedging. The assessment of PIMCO EMERGING's risk indicators plays a key role in managing investment exposure. Identifying the magnitude of risk in PIMCO EMERGING's provides context to choose between accepting or hedging exposure.
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 PIMCO EMERGING

A coverage review of PIMCO Emerging Markets shows when the security is attracting above-average attention from contributors and market observers. 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.